Visualization of metrics during training of PyTorch-Lightning models

The current logic in nidl is to separate the implementation of the actual model (i.e. everything required to fit the model on data) from everything else, such as metrics computation and logging. This is usually performed to check the behavior of a model during training or validation but it is not essential for fitting.

This notebook will show you how to visualize some metrics (either given by torchmetrics, scikit-learn or a custom function score) during the training of a Pytorch Lightning model, using the MetricsCallback callback.

Setup

This notebook requires some packages besides nidl. Let’s first start with importing our standard libraries below:

import os
import re

import matplotlib.pyplot as plt
import torch.nn.functional as func
from tensorboard.backend.event_processing import event_accumulator
from torch import concat, nn
from torch.optim import SGD
from torch.utils.data import DataLoader
from torchmetrics import Accuracy, F1Score, Precision, Recall
from torchvision import transforms
from torchvision.datasets import MNIST
from torchvision.utils import make_grid

from nidl.callbacks import MetricsCallback
from nidl.estimators import BaseEstimator, ClassifierMixin
from nidl.estimators.ssl import SimCLR
from nidl.metrics.ssl import (
    alignment_score,
    contrastive_accuracy_score,
    uniformity_score,
)
from nidl.transforms import MultiViewsTransform

We define some global parameters that will be used throughout the notebook:

data_dir = "/tmp/mnist"
batch_size = 128
num_workers = 10
latent_size = 32

Classification metrics in supervised learning

For illustration purposes on how to use the metrics callback, we will focus on the popular MNIST dataset. It contains 60k training images and 10k test images of size 28x28 pixels. Each image contains a digit from 0 to 9. We will train a simple classification model on these data and log standard classification metrics (accuracy, F1-score, precision, recall) to understand how the MetricsCallback works.

We start by loading the MNIST dataset dataset with standard scaling transforms.

scale_transforms = transforms.Compose(
    [transforms.ToTensor(), transforms.Normalize((0.5,), (0.5,))]
)
train_xy_dataset = MNIST(data_dir, download=True, transform=scale_transforms)
test_xy_dataset = MNIST(
    data_dir, download=True, train=False, transform=scale_transforms
)

Then, we create the data loaders for training and testing the models.

train_xy_loader = DataLoader(
    train_xy_dataset,
    batch_size=batch_size,
    shuffle=True,
    drop_last=False,
    pin_memory=True,
    num_workers=num_workers,
)
test_xy_loader = DataLoader(
    test_xy_dataset,
    batch_size=batch_size,
    shuffle=False,
    drop_last=False,
    num_workers=num_workers,
)

/opt/hostedtoolcache/Python/3.12.12/x64/lib/python3.12/site-packages/torch/utils/data/dataloader.py:626: UserWarning: This DataLoader will create 10 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
  warnings.warn(

Before starting training classifiers, let’s visualize some examples of the dataset.

def show_images(images, title=None, nrow=8):
    grid = make_grid(images, nrow=nrow, normalize=True, pad_value=1)
    plt.figure(figsize=(10, 5))
    plt.imshow(grid.permute(1, 2, 0).cpu())
    if title:
        plt.title(title)
    plt.axis("off")
    plt.show()


images, labels = next(iter(test_xy_loader))
fig, axes = plt.subplots(1, 3, figsize=(6, 4))
for i in range(3):
    axes[i].imshow(images[i][0].cpu(), cmap="gray")
    axes[i].set_title(f"Label={labels[i].item()}")
    axes[i].axis("off")

plt.tight_layout()
plt.show()

Supervised training with metrics callback

Since MNIST images are small, we can use a simple LeNet-like architecture as encoder, with few parameters. The output dimension of the encoder is set to 32, which is approximately 30 times smaller that the input, but larger than the number of input classes (10).

class LeNet(nn.Module):
    def __init__(self, num_classes=10):
        super().__init__()
        self.latent_size = num_classes
        self.conv1 = nn.Conv2d(1, 6, kernel_size=5, stride=1, padding=2)
        self.pool1 = nn.AvgPool2d(2, 2)
        self.conv2 = nn.Conv2d(6, 16, kernel_size=5)
        self.pool2 = nn.AvgPool2d(2, 2)
        self.fc1 = nn.Linear(16 * 5 * 5, 120)
        self.fc2 = nn.Linear(120, 84)
        self.fc3 = nn.Linear(84, num_classes)

    def forward(self, x):
        x = func.relu(self.conv1(x))
        x = self.pool1(x)
        x = func.relu(self.conv2(x))
        x = self.pool2(x)
        x = x.view(x.size(0), -1)
        x = func.relu(self.fc1(x))
        x = func.relu(self.fc2(x))
        return self.fc3(x)

We can now fit a supervised model with cross-entopy loss (PL-compatible). We limit the training to 10 epochs for the sake of time and because it is enough for checking the evolution of the metrics across training.

class SupervisedCrossEntropy(ClassifierMixin, BaseEstimator):
    """Self-contained Pytorch-Lightning model.

    Metrics are not computed here since it is not essential to model's
    training.
    """

    def __init__(
        self,
        backbone: nn.Module,
        lr: float = 1e-2,
        momentum: float = 0.9,
        weight_decay: float = 5e-4,
        **kwargs,
    ):
        super().__init__(ignore=["callbacks", "backbone"], **kwargs)
        self.backbone = backbone
        self.lr = lr
        self.momentum = momentum
        self.weight_decay = weight_decay

    def configure_optimizers(self):
        optimizer = SGD(
            self.parameters(),
            lr=self.lr,
            momentum=self.momentum,
            weight_decay=self.weight_decay,
        )
        return [optimizer]

    def forward(self, imgs):
        return self.backbone(imgs)

    def training_step(
        self,
        batch,
        batch_idx: int,
        dataloader_idx: int = 0,
    ):
        imgs, labels = batch
        preds = self.backbone(imgs)
        loss = nn.functional.cross_entropy(preds, labels)
        self.log("loss/train", loss, on_step=True)
        return {
            "loss": loss,
            "preds": preds,
            "target": labels,
        }

    def validation_step(
        self,
        batch,
        batch_idx: int,
        dataloader_idx: int = 0,
    ):
        imgs, labels = batch
        preds = self.backbone(imgs)
        loss = nn.functional.cross_entropy(preds, labels)
        self.log("loss/val", loss, on_epoch=True)
        return {
            "val_loss": loss,
            "preds": preds,
            "target": labels,
        }

We create the metrics callback that will log the classification metrics during training every training step and every validation epoch (default):

callback = MetricsCallback(
    metrics={
        "acc1": Accuracy(task="multiclass", num_classes=10),
        "f1": F1Score(task="multiclass", num_classes=10),
        "precision": Precision(task="multiclass", num_classes=10),
        "recall": Recall(task="multiclass", num_classes=10),
    }
)

Finally, we fit the model:

model = SupervisedCrossEntropy(
    backbone=LeNet(),
    lr=1e-2,
    momentum=0.9,
    max_epochs=10,
    check_val_every_n_epoch=1,
    enable_checkpointing=False,
    callbacks=callback,  # <-- key part for metrics computation
)
model.fit(train_xy_loader, test_xy_loader)

Sanity Checking: |          | 0/? [00:00<?, ?it/s]
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Sanity Checking DataLoader 0:  50%|█████     | 1/2 [00:00<00:00, 15.19it/s]
Sanity Checking DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 27.19it/s]

/opt/hostedtoolcache/Python/3.12.12/x64/lib/python3.12/site-packages/torch/utils/data/dataloader.py:665: UserWarning: 'pin_memory' argument is set as true but no accelerator is found, then device pinned memory won't be used.
  warnings.warn(warn_msg)

Training: |          | 0/? [00:00<?, ?it/s]
Training: |          | 0/? [00:00<?, ?it/s]
Epoch 0:   0%|          | 0/469 [00:00<?, ?it/s]
Epoch 0:   0%|          | 1/469 [00:00<01:29,  5.24it/s]
Epoch 0:   0%|          | 1/469 [00:00<01:29,  5.22it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   0%|          | 2/469 [00:00<00:50,  9.23it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   0%|          | 2/469 [00:00<00:50,  9.16it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   1%|          | 3/469 [00:00<00:37, 12.50it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   1%|          | 3/469 [00:00<00:37, 12.47it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   1%|          | 4/469 [00:00<00:30, 15.12it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   1%|          | 4/469 [00:00<00:30, 15.03it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:   1%|          | 5/469 [00:00<00:26, 17.37it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:   1%|          | 5/469 [00:00<00:26, 17.35it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   1%|▏         | 6/469 [00:00<00:24, 19.25it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   1%|▏         | 6/469 [00:00<00:24, 19.21it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   1%|▏         | 7/469 [00:00<00:22, 20.71it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   1%|▏         | 7/469 [00:00<00:22, 20.68it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:   2%|▏         | 8/469 [00:00<00:20, 22.04it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:   2%|▏         | 8/469 [00:00<00:20, 22.01it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:   2%|▏         | 9/469 [00:00<00:19, 23.32it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:   2%|▏         | 9/469 [00:00<00:19, 23.29it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0:   2%|▏         | 10/469 [00:00<00:18, 24.46it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0:   2%|▏         | 10/469 [00:00<00:18, 24.43it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   2%|▏         | 11/469 [00:00<00:18, 25.31it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   2%|▏         | 11/469 [00:00<00:18, 25.28it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   3%|▎         | 12/469 [00:00<00:17, 26.17it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   3%|▎         | 12/469 [00:00<00:17, 26.14it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   3%|▎         | 13/469 [00:00<00:16, 27.12it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   3%|▎         | 13/469 [00:00<00:16, 27.10it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   3%|▎         | 14/469 [00:00<00:16, 27.83it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   3%|▎         | 14/469 [00:00<00:16, 27.80it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   3%|▎         | 15/469 [00:00<00:15, 28.65it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   3%|▎         | 15/469 [00:00<00:15, 28.63it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   3%|▎         | 16/469 [00:00<00:15, 29.23it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:   3%|▎         | 16/469 [00:00<00:15, 29.20it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   4%|▎         | 17/469 [00:00<00:15, 29.87it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   4%|▎         | 17/469 [00:00<00:15, 29.85it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   4%|▍         | 18/469 [00:00<00:14, 30.39it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   4%|▍         | 18/469 [00:00<00:14, 30.36it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   4%|▍         | 19/469 [00:00<00:14, 30.99it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   4%|▍         | 19/469 [00:00<00:14, 30.98it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0:   4%|▍         | 20/469 [00:00<00:14, 31.42it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0:   4%|▍         | 20/469 [00:00<00:14, 31.39it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   4%|▍         | 21/469 [00:00<00:14, 31.90it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   4%|▍         | 21/469 [00:00<00:14, 31.88it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   5%|▍         | 22/469 [00:00<00:13, 32.20it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:   5%|▍         | 22/469 [00:00<00:13, 32.18it/s, v_num=8, acc1/train=0.0469, f1/train=0.0469, precision/train=0.0469, recall/train=0.0469]
Epoch 0:   5%|▍         | 23/469 [00:00<00:13, 32.50it/s, v_num=8, acc1/train=0.0469, f1/train=0.0469, precision/train=0.0469, recall/train=0.0469]
Epoch 0:   5%|▍         | 23/469 [00:00<00:13, 32.48it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   5%|▌         | 24/469 [00:00<00:13, 32.78it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   5%|▌         | 24/469 [00:00<00:13, 32.76it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   5%|▌         | 25/469 [00:00<00:13, 32.94it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   5%|▌         | 25/469 [00:00<00:13, 32.92it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:   6%|▌         | 26/469 [00:00<00:13, 33.30it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:   6%|▌         | 26/469 [00:00<00:13, 33.29it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:   6%|▌         | 27/469 [00:00<00:13, 33.50it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:   6%|▌         | 27/469 [00:00<00:13, 33.48it/s, v_num=8, acc1/train=0.219, f1/train=0.219, precision/train=0.219, recall/train=0.219]
Epoch 0:   6%|▌         | 28/469 [00:00<00:13, 33.66it/s, v_num=8, acc1/train=0.219, f1/train=0.219, precision/train=0.219, recall/train=0.219]
Epoch 0:   6%|▌         | 28/469 [00:00<00:13, 33.64it/s, v_num=8, acc1/train=0.242, f1/train=0.242, precision/train=0.242, recall/train=0.242]
Epoch 0:   6%|▌         | 29/469 [00:00<00:12, 33.86it/s, v_num=8, acc1/train=0.242, f1/train=0.242, precision/train=0.242, recall/train=0.242]
Epoch 0:   6%|▌         | 29/469 [00:00<00:13, 33.84it/s, v_num=8, acc1/train=0.180, f1/train=0.180, precision/train=0.180, recall/train=0.180]
Epoch 0:   6%|▋         | 30/469 [00:00<00:12, 34.14it/s, v_num=8, acc1/train=0.180, f1/train=0.180, precision/train=0.180, recall/train=0.180]
Epoch 0:   6%|▋         | 30/469 [00:00<00:12, 34.12it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0:   7%|▋         | 31/469 [00:00<00:12, 34.31it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0:   7%|▋         | 31/469 [00:00<00:12, 34.29it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   7%|▋         | 32/469 [00:00<00:12, 34.57it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   7%|▋         | 32/469 [00:00<00:12, 34.56it/s, v_num=8, acc1/train=0.172, f1/train=0.172, precision/train=0.172, recall/train=0.172]
Epoch 0:   7%|▋         | 33/469 [00:00<00:12, 34.70it/s, v_num=8, acc1/train=0.172, f1/train=0.172, precision/train=0.172, recall/train=0.172]
Epoch 0:   7%|▋         | 33/469 [00:00<00:12, 34.68it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0:   7%|▋         | 34/469 [00:00<00:12, 34.94it/s, v_num=8, acc1/train=0.0703, f1/train=0.0703, precision/train=0.0703, recall/train=0.0703]
Epoch 0:   7%|▋         | 34/469 [00:00<00:12, 34.92it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0:   7%|▋         | 35/469 [00:00<00:12, 35.05it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0:   7%|▋         | 35/469 [00:00<00:12, 35.03it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   8%|▊         | 36/469 [00:01<00:12, 35.29it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   8%|▊         | 36/469 [00:01<00:12, 35.27it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:   8%|▊         | 37/469 [00:01<00:12, 35.40it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:   8%|▊         | 37/469 [00:01<00:12, 35.38it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   8%|▊         | 38/469 [00:01<00:12, 35.60it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:   8%|▊         | 38/469 [00:01<00:12, 35.59it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:   8%|▊         | 39/469 [00:01<00:12, 35.71it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:   8%|▊         | 39/469 [00:01<00:12, 35.70it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   9%|▊         | 40/469 [00:01<00:11, 35.80it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:   9%|▊         | 40/469 [00:01<00:11, 35.78it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   9%|▊         | 41/469 [00:01<00:11, 35.99it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   9%|▊         | 41/469 [00:01<00:11, 35.97it/s, v_num=8, acc1/train=0.0625, f1/train=0.0625, precision/train=0.0625, recall/train=0.0625]
Epoch 0:   9%|▉         | 42/469 [00:01<00:11, 35.94it/s, v_num=8, acc1/train=0.0625, f1/train=0.0625, precision/train=0.0625, recall/train=0.0625]
Epoch 0:   9%|▉         | 42/469 [00:01<00:11, 35.92it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   9%|▉         | 43/469 [00:01<00:11, 36.05it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:   9%|▉         | 43/469 [00:01<00:11, 36.03it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   9%|▉         | 44/469 [00:01<00:11, 36.15it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:   9%|▉         | 44/469 [00:01<00:11, 36.14it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:  10%|▉         | 45/469 [00:01<00:11, 36.25it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:  10%|▉         | 45/469 [00:01<00:11, 36.24it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:  10%|▉         | 46/469 [00:01<00:11, 36.35it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:  10%|▉         | 46/469 [00:01<00:11, 36.34it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  10%|█         | 47/469 [00:01<00:11, 36.36it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  10%|█         | 47/469 [00:01<00:11, 36.34it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:  10%|█         | 48/469 [00:01<00:11, 36.53it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:  10%|█         | 48/469 [00:01<00:11, 36.51it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  10%|█         | 49/469 [00:01<00:11, 36.60it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  10%|█         | 49/469 [00:01<00:11, 36.58it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:  11%|█         | 50/469 [00:01<00:11, 36.74it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:  11%|█         | 50/469 [00:01<00:11, 36.72it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  11%|█         | 51/469 [00:01<00:11, 36.77it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  11%|█         | 51/469 [00:01<00:11, 36.75it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:  11%|█         | 52/469 [00:01<00:11, 36.90it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:  11%|█         | 52/469 [00:01<00:11, 36.89it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  11%|█▏        | 53/469 [00:01<00:11, 37.04it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  11%|█▏        | 53/469 [00:01<00:11, 37.03it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:  12%|█▏        | 54/469 [00:01<00:11, 37.10it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:  12%|█▏        | 54/469 [00:01<00:11, 37.09it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:  12%|█▏        | 55/469 [00:01<00:11, 37.23it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:  12%|█▏        | 55/469 [00:01<00:11, 37.22it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:  12%|█▏        | 56/469 [00:01<00:11, 37.28it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:  12%|█▏        | 56/469 [00:01<00:11, 37.27it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  12%|█▏        | 57/469 [00:01<00:11, 37.39it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  12%|█▏        | 57/469 [00:01<00:11, 37.38it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:  12%|█▏        | 58/469 [00:01<00:10, 37.42it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:  12%|█▏        | 58/469 [00:01<00:10, 37.39it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  13%|█▎        | 59/469 [00:01<00:10, 37.53it/s, v_num=8, acc1/train=0.102, f1/train=0.102, precision/train=0.102, recall/train=0.102]
Epoch 0:  13%|█▎        | 59/469 [00:01<00:10, 37.52it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:  13%|█▎        | 60/469 [00:01<00:10, 37.64it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:  13%|█▎        | 60/469 [00:01<00:10, 37.63it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0:  13%|█▎        | 61/469 [00:01<00:10, 37.68it/s, v_num=8, acc1/train=0.0781, f1/train=0.0781, precision/train=0.0781, recall/train=0.0781]
Epoch 0:  13%|█▎        | 61/469 [00:01<00:10, 37.67it/s, v_num=8, acc1/train=0.188, f1/train=0.188, precision/train=0.188, recall/train=0.188]
Epoch 0:  13%|█▎        | 62/469 [00:01<00:10, 37.78it/s, v_num=8, acc1/train=0.188, f1/train=0.188, precision/train=0.188, recall/train=0.188]
Epoch 0:  13%|█▎        | 62/469 [00:01<00:10, 37.77it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:  13%|█▎        | 63/469 [00:01<00:10, 37.89it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:  13%|█▎        | 63/469 [00:01<00:10, 37.88it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:  14%|█▎        | 64/469 [00:01<00:10, 37.93it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:  14%|█▎        | 64/469 [00:01<00:10, 37.92it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:  14%|█▍        | 65/469 [00:01<00:10, 38.03it/s, v_num=8, acc1/train=0.141, f1/train=0.141, precision/train=0.141, recall/train=0.141]
Epoch 0:  14%|█▍        | 65/469 [00:01<00:10, 38.02it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:  14%|█▍        | 66/469 [00:01<00:10, 38.06it/s, v_num=8, acc1/train=0.0938, f1/train=0.0938, precision/train=0.0938, recall/train=0.0938]
Epoch 0:  14%|█▍        | 66/469 [00:01<00:10, 38.05it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:  14%|█▍        | 67/469 [00:01<00:10, 38.15it/s, v_num=8, acc1/train=0.164, f1/train=0.164, precision/train=0.164, recall/train=0.164]
Epoch 0:  14%|█▍        | 67/469 [00:01<00:10, 38.14it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0:  14%|█▍        | 68/469 [00:01<00:10, 38.17it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0:  14%|█▍        | 68/469 [00:01<00:10, 38.16it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:  15%|█▍        | 69/469 [00:01<00:10, 38.25it/s, v_num=8, acc1/train=0.117, f1/train=0.117, precision/train=0.117, recall/train=0.117]
Epoch 0:  15%|█▍        | 69/469 [00:01<00:10, 38.24it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:  15%|█▍        | 70/469 [00:01<00:10, 38.35it/s, v_num=8, acc1/train=0.109, f1/train=0.109, precision/train=0.109, recall/train=0.109]
Epoch 0:  15%|█▍        | 70/469 [00:01<00:10, 38.35it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0:  15%|█▌        | 71/469 [00:01<00:10, 38.38it/s, v_num=8, acc1/train=0.156, f1/train=0.156, precision/train=0.156, recall/train=0.156]
Epoch 0:  15%|█▌        | 71/469 [00:01<00:10, 38.37it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:  15%|█▌        | 72/469 [00:01<00:10, 38.44it/s, v_num=8, acc1/train=0.133, f1/train=0.133, precision/train=0.133, recall/train=0.133]
Epoch 0:  15%|█▌        | 72/469 [00:01<00:10, 38.43it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  16%|█▌        | 73/469 [00:01<00:10, 38.52it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  16%|█▌        | 73/469 [00:01<00:10, 38.51it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:  16%|█▌        | 74/469 [00:01<00:10, 38.54it/s, v_num=8, acc1/train=0.125, f1/train=0.125, precision/train=0.125, recall/train=0.125]
Epoch 0:  16%|█▌        | 74/469 [00:01<00:10, 38.52it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  16%|█▌        | 75/469 [00:01<00:10, 38.62it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  16%|█▌        | 75/469 [00:01<00:10, 38.61it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  16%|█▌        | 76/469 [00:01<00:10, 38.65it/s, v_num=8, acc1/train=0.0859, f1/train=0.0859, precision/train=0.0859, recall/train=0.0859]
Epoch 0:  16%|█▌        | 76/469 [00:01<00:10, 38.64it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:  16%|█▋        | 77/469 [00:01<00:10, 38.72it/s, v_num=8, acc1/train=0.148, f1/train=0.148, precision/train=0.148, recall/train=0.148]
Epoch 0:  16%|█▋        | 77/469 [00:01<00:10, 38.72it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0:  17%|█▋        | 78/469 [00:02<00:10, 38.75it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0:  17%|█▋        | 78/469 [00:02<00:10, 38.74it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0:  17%|█▋        | 79/469 [00:02<00:10, 38.82it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0:  17%|█▋        | 79/469 [00:02<00:10, 38.81it/s, v_num=8, acc1/train=0.289, f1/train=0.289, precision/train=0.289, recall/train=0.289]
Epoch 0:  17%|█▋        | 80/469 [00:02<00:09, 38.90it/s, v_num=8, acc1/train=0.289, f1/train=0.289, precision/train=0.289, recall/train=0.289]
Epoch 0:  17%|█▋        | 80/469 [00:02<00:10, 38.89it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0:  17%|█▋        | 81/469 [00:02<00:09, 38.92it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0:  17%|█▋        | 81/469 [00:02<00:09, 38.91it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0:  17%|█▋        | 82/469 [00:02<00:09, 38.99it/s, v_num=8, acc1/train=0.312, f1/train=0.312, precision/train=0.312, recall/train=0.312]
Epoch 0:  17%|█▋        | 82/469 [00:02<00:09, 38.98it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0:  18%|█▊        | 83/469 [00:02<00:09, 39.07it/s, v_num=8, acc1/train=0.328, f1/train=0.328, precision/train=0.328, recall/train=0.328]
Epoch 0:  18%|█▊        | 83/469 [00:02<00:09, 39.07it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0:  18%|█▊        | 84/469 [00:02<00:09, 39.10it/s, v_num=8, acc1/train=0.227, f1/train=0.227, precision/train=0.227, recall/train=0.227]
Epoch 0:  18%|█▊        | 84/469 [00:02<00:09, 39.09it/s, v_num=8, acc1/train=0.305, f1/train=0.305, precision/train=0.305, recall/train=0.305]
Epoch 0:  18%|█▊        | 85/469 [00:02<00:09, 39.16it/s, v_num=8, acc1/train=0.305, f1/train=0.305, precision/train=0.305, recall/train=0.305]
Epoch 0:  18%|█▊        | 85/469 [00:02<00:09, 39.16it/s, v_num=8, acc1/train=0.352, f1/train=0.352, precision/train=0.352, recall/train=0.352]
Epoch 0:  18%|█▊        | 86/469 [00:02<00:09, 39.19it/s, v_num=8, acc1/train=0.352, f1/train=0.352, precision/train=0.352, recall/train=0.352]
Epoch 0:  18%|█▊        | 86/469 [00:02<00:09, 39.18it/s, v_num=8, acc1/train=0.414, f1/train=0.414, precision/train=0.414, recall/train=0.414]
Epoch 0:  19%|█▊        | 87/469 [00:02<00:09, 39.25it/s, v_num=8, acc1/train=0.414, f1/train=0.414, precision/train=0.414, recall/train=0.414]
Epoch 0:  19%|█▊        | 87/469 [00:02<00:09, 39.24it/s, v_num=8, acc1/train=0.508, f1/train=0.508, precision/train=0.508, recall/train=0.508]
Epoch 0:  19%|█▉        | 88/469 [00:02<00:09, 39.26it/s, v_num=8, acc1/train=0.508, f1/train=0.508, precision/train=0.508, recall/train=0.508]
Epoch 0:  19%|█▉        | 88/469 [00:02<00:09, 39.25it/s, v_num=8, acc1/train=0.391, f1/train=0.391, precision/train=0.391, recall/train=0.391]
Epoch 0:  19%|█▉        | 89/469 [00:02<00:09, 39.32it/s, v_num=8, acc1/train=0.391, f1/train=0.391, precision/train=0.391, recall/train=0.391]
Epoch 0:  19%|█▉        | 89/469 [00:02<00:09, 39.32it/s, v_num=8, acc1/train=0.422, f1/train=0.422, precision/train=0.422, recall/train=0.422]
Epoch 0:  19%|█▉        | 90/469 [00:02<00:09, 39.33it/s, v_num=8, acc1/train=0.422, f1/train=0.422, precision/train=0.422, recall/train=0.422]
Epoch 0:  19%|█▉        | 90/469 [00:02<00:09, 39.33it/s, v_num=8, acc1/train=0.484, f1/train=0.484, precision/train=0.484, recall/train=0.484]
Epoch 0:  19%|█▉        | 91/469 [00:02<00:09, 39.36it/s, v_num=8, acc1/train=0.484, f1/train=0.484, precision/train=0.484, recall/train=0.484]
Epoch 0:  19%|█▉        | 91/469 [00:02<00:09, 39.35it/s, v_num=8, acc1/train=0.453, f1/train=0.453, precision/train=0.453, recall/train=0.453]
Epoch 0:  20%|█▉        | 92/469 [00:02<00:09, 39.38it/s, v_num=8, acc1/train=0.453, f1/train=0.453, precision/train=0.453, recall/train=0.453]
Epoch 0:  20%|█▉        | 92/469 [00:02<00:09, 39.37it/s, v_num=8, acc1/train=0.477, f1/train=0.477, precision/train=0.477, recall/train=0.477]
Epoch 0:  20%|█▉        | 93/469 [00:02<00:09, 39.39it/s, v_num=8, acc1/train=0.477, f1/train=0.477, precision/train=0.477, recall/train=0.477]
Epoch 0:  20%|█▉        | 93/469 [00:02<00:09, 39.38it/s, v_num=8, acc1/train=0.586, f1/train=0.586, precision/train=0.586, recall/train=0.586]
Epoch 0:  20%|██        | 94/469 [00:02<00:09, 39.41it/s, v_num=8, acc1/train=0.586, f1/train=0.586, precision/train=0.586, recall/train=0.586]
Epoch 0:  20%|██        | 94/469 [00:02<00:09, 39.41it/s, v_num=8, acc1/train=0.547, f1/train=0.547, precision/train=0.547, recall/train=0.547]
Epoch 0:  20%|██        | 95/469 [00:02<00:09, 39.43it/s, v_num=8, acc1/train=0.547, f1/train=0.547, precision/train=0.547, recall/train=0.547]
Epoch 0:  20%|██        | 95/469 [00:02<00:09, 39.43it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0:  20%|██        | 96/469 [00:02<00:09, 39.46it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0:  20%|██        | 96/469 [00:02<00:09, 39.45it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0:  21%|██        | 97/469 [00:02<00:09, 39.48it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0:  21%|██        | 97/469 [00:02<00:09, 39.47it/s, v_num=8, acc1/train=0.602, f1/train=0.602, precision/train=0.602, recall/train=0.602]
Epoch 0:  21%|██        | 98/469 [00:02<00:09, 39.50it/s, v_num=8, acc1/train=0.602, f1/train=0.602, precision/train=0.602, recall/train=0.602]
Epoch 0:  21%|██        | 98/469 [00:02<00:09, 39.49it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0:  21%|██        | 99/469 [00:02<00:09, 39.52it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0:  21%|██        | 99/469 [00:02<00:09, 39.51it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0:  21%|██▏       | 100/469 [00:02<00:09, 39.54it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0:  21%|██▏       | 100/469 [00:02<00:09, 39.53it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0:  22%|██▏       | 101/469 [00:02<00:09, 39.54it/s, v_num=8, acc1/train=0.609, f1/train=0.609, precision/train=0.609, recall/train=0.609]
Epoch 0:  22%|██▏       | 101/469 [00:02<00:09, 39.54it/s, v_num=8, acc1/train=0.539, f1/train=0.539, precision/train=0.539, recall/train=0.539]
Epoch 0:  22%|██▏       | 102/469 [00:02<00:09, 39.56it/s, v_num=8, acc1/train=0.539, f1/train=0.539, precision/train=0.539, recall/train=0.539]
Epoch 0:  22%|██▏       | 102/469 [00:02<00:09, 39.55it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0:  22%|██▏       | 103/469 [00:02<00:09, 39.57it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0:  22%|██▏       | 103/469 [00:02<00:09, 39.56it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0:  22%|██▏       | 104/469 [00:02<00:09, 39.58it/s, v_num=8, acc1/train=0.562, f1/train=0.562, precision/train=0.562, recall/train=0.562]
Epoch 0:  22%|██▏       | 104/469 [00:02<00:09, 39.57it/s, v_num=8, acc1/train=0.617, f1/train=0.617, precision/train=0.617, recall/train=0.617]
Epoch 0:  22%|██▏       | 105/469 [00:02<00:09, 39.59it/s, v_num=8, acc1/train=0.617, f1/train=0.617, precision/train=0.617, recall/train=0.617]
Epoch 0:  22%|██▏       | 105/469 [00:02<00:09, 39.58it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0:  23%|██▎       | 106/469 [00:02<00:09, 39.61it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0:  23%|██▎       | 106/469 [00:02<00:09, 39.60it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0:  23%|██▎       | 107/469 [00:02<00:09, 39.62it/s, v_num=8, acc1/train=0.578, f1/train=0.578, precision/train=0.578, recall/train=0.578]
Epoch 0:  23%|██▎       | 107/469 [00:02<00:09, 39.62it/s, v_num=8, acc1/train=0.594, f1/train=0.594, precision/train=0.594, recall/train=0.594]
Epoch 0:  23%|██▎       | 108/469 [00:02<00:09, 39.64it/s, v_num=8, acc1/train=0.594, f1/train=0.594, precision/train=0.594, recall/train=0.594]
Epoch 0:  23%|██▎       | 108/469 [00:02<00:09, 39.64it/s, v_num=8, acc1/train=0.680, f1/train=0.680, precision/train=0.680, recall/train=0.680]
Epoch 0:  23%|██▎       | 109/469 [00:02<00:09, 39.66it/s, v_num=8, acc1/train=0.680, f1/train=0.680, precision/train=0.680, recall/train=0.680]
Epoch 0:  23%|██▎       | 109/469 [00:02<00:09, 39.65it/s, v_num=8, acc1/train=0.664, f1/train=0.664, precision/train=0.664, recall/train=0.664]
Epoch 0:  23%|██▎       | 110/469 [00:02<00:09, 39.67it/s, v_num=8, acc1/train=0.664, f1/train=0.664, precision/train=0.664, recall/train=0.664]
Epoch 0:  23%|██▎       | 110/469 [00:02<00:09, 39.67it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0:  24%|██▎       | 111/469 [00:02<00:09, 39.69it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0:  24%|██▎       | 111/469 [00:02<00:09, 39.68it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0:  24%|██▍       | 112/469 [00:02<00:08, 39.70it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0:  24%|██▍       | 112/469 [00:02<00:08, 39.70it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0:  24%|██▍       | 113/469 [00:02<00:08, 39.72it/s, v_num=8, acc1/train=0.656, f1/train=0.656, precision/train=0.656, recall/train=0.656]
Epoch 0:  24%|██▍       | 113/469 [00:02<00:08, 39.71it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0:  24%|██▍       | 114/469 [00:02<00:08, 39.73it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0:  24%|██▍       | 114/469 [00:02<00:08, 39.72it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0:  25%|██▍       | 115/469 [00:02<00:08, 39.74it/s, v_num=8, acc1/train=0.703, f1/train=0.703, precision/train=0.703, recall/train=0.703]
Epoch 0:  25%|██▍       | 115/469 [00:02<00:08, 39.73it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0:  25%|██▍       | 116/469 [00:02<00:08, 39.76it/s, v_num=8, acc1/train=0.648, f1/train=0.648, precision/train=0.648, recall/train=0.648]
Epoch 0:  25%|██▍       | 116/469 [00:02<00:08, 39.75it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0:  25%|██▍       | 117/469 [00:02<00:08, 39.77it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0:  25%|██▍       | 117/469 [00:02<00:08, 39.77it/s, v_num=8, acc1/train=0.766, f1/train=0.766, precision/train=0.766, recall/train=0.766]
Epoch 0:  25%|██▌       | 118/469 [00:02<00:08, 39.79it/s, v_num=8, acc1/train=0.766, f1/train=0.766, precision/train=0.766, recall/train=0.766]
Epoch 0:  25%|██▌       | 118/469 [00:02<00:08, 39.78it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0:  25%|██▌       | 119/469 [00:02<00:08, 39.80it/s, v_num=8, acc1/train=0.688, f1/train=0.688, precision/train=0.688, recall/train=0.688]
Epoch 0:  25%|██▌       | 119/469 [00:02<00:08, 39.80it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0:  26%|██▌       | 120/469 [00:03<00:08, 39.82it/s, v_num=8, acc1/train=0.711, f1/train=0.711, precision/train=0.711, recall/train=0.711]
Epoch 0:  26%|██▌       | 120/469 [00:03<00:08, 39.81it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0:  26%|██▌       | 121/469 [00:03<00:08, 39.83it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0:  26%|██▌       | 121/469 [00:03<00:08, 39.83it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0:  26%|██▌       | 122/469 [00:03<00:08, 39.85it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0:  26%|██▌       | 122/469 [00:03<00:08, 39.84it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0:  26%|██▌       | 123/469 [00:03<00:08, 39.87it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0:  26%|██▌       | 123/469 [00:03<00:08, 39.86it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0:  26%|██▋       | 124/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.727, f1/train=0.727, precision/train=0.727, recall/train=0.727]
Epoch 0:  26%|██▋       | 124/469 [00:03<00:08, 39.87it/s, v_num=8, acc1/train=0.734, f1/train=0.734, precision/train=0.734, recall/train=0.734]
Epoch 0:  27%|██▋       | 125/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.734, f1/train=0.734, precision/train=0.734, recall/train=0.734]
Epoch 0:  27%|██▋       | 125/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  27%|██▋       | 126/469 [00:03<00:08, 39.89it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  27%|██▋       | 126/469 [00:03<00:08, 39.88it/s, v_num=8, acc1/train=0.750, f1/train=0.750, precision/train=0.750, recall/train=0.750]
Epoch 0:  27%|██▋       | 127/469 [00:03<00:08, 39.90it/s, v_num=8, acc1/train=0.750, f1/train=0.750, precision/train=0.750, recall/train=0.750]
Epoch 0:  27%|██▋       | 127/469 [00:03<00:08, 39.89it/s, v_num=8, acc1/train=0.773, f1/train=0.773, precision/train=0.773, recall/train=0.773]
Epoch 0:  27%|██▋       | 128/469 [00:03<00:08, 39.91it/s, v_num=8, acc1/train=0.773, f1/train=0.773, precision/train=0.773, recall/train=0.773]
Epoch 0:  27%|██▋       | 128/469 [00:03<00:08, 39.91it/s, v_num=8, acc1/train=0.742, f1/train=0.742, precision/train=0.742, recall/train=0.742]
Epoch 0:  28%|██▊       | 129/469 [00:03<00:08, 39.93it/s, v_num=8, acc1/train=0.742, f1/train=0.742, precision/train=0.742, recall/train=0.742]
Epoch 0:  28%|██▊       | 129/469 [00:03<00:08, 39.92it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0:  28%|██▊       | 130/469 [00:03<00:08, 39.94it/s, v_num=8, acc1/train=0.719, f1/train=0.719, precision/train=0.719, recall/train=0.719]
Epoch 0:  28%|██▊       | 130/469 [00:03<00:08, 39.93it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0:  28%|██▊       | 131/469 [00:03<00:08, 39.95it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0:  28%|██▊       | 131/469 [00:03<00:08, 39.95it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  28%|██▊       | 132/469 [00:03<00:08, 39.97it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  28%|██▊       | 132/469 [00:03<00:08, 39.96it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0:  28%|██▊       | 133/469 [00:03<00:08, 39.98it/s, v_num=8, acc1/train=0.805, f1/train=0.805, precision/train=0.805, recall/train=0.805]
Epoch 0:  28%|██▊       | 133/469 [00:03<00:08, 39.97it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  29%|██▊       | 134/469 [00:03<00:08, 39.99it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  29%|██▊       | 134/469 [00:03<00:08, 39.98it/s, v_num=8, acc1/train=0.789, f1/train=0.789, precision/train=0.789, recall/train=0.789]
Epoch 0:  29%|██▉       | 135/469 [00:03<00:08, 40.00it/s, v_num=8, acc1/train=0.789, f1/train=0.789, precision/train=0.789, recall/train=0.789]
Epoch 0:  29%|██▉       | 135/469 [00:03<00:08, 39.99it/s, v_num=8, acc1/train=0.695, f1/train=0.695, precision/train=0.695, recall/train=0.695]
Epoch 0:  29%|██▉       | 136/469 [00:03<00:08, 40.01it/s, v_num=8, acc1/train=0.695, f1/train=0.695, precision/train=0.695, recall/train=0.695]
Epoch 0:  29%|██▉       | 136/469 [00:03<00:08, 40.00it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  29%|██▉       | 137/469 [00:03<00:08, 40.02it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  29%|██▉       | 137/469 [00:03<00:08, 40.01it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0:  29%|██▉       | 138/469 [00:03<00:08, 40.03it/s, v_num=8, acc1/train=0.781, f1/train=0.781, precision/train=0.781, recall/train=0.781]
Epoch 0:  29%|██▉       | 138/469 [00:03<00:08, 40.03it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0:  30%|██▉       | 139/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0:  30%|██▉       | 139/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  30%|██▉       | 140/469 [00:03<00:08, 40.06it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  30%|██▉       | 140/469 [00:03<00:08, 40.05it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  30%|███       | 141/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  30%|███       | 141/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  30%|███       | 142/469 [00:03<00:08, 40.05it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  30%|███       | 142/469 [00:03<00:08, 40.04it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  30%|███       | 143/469 [00:03<00:08, 40.06it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  30%|███       | 143/469 [00:03<00:08, 40.06it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  31%|███       | 144/469 [00:03<00:08, 40.07it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  31%|███       | 144/469 [00:03<00:08, 40.07it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  31%|███       | 145/469 [00:03<00:08, 40.08it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  31%|███       | 145/469 [00:03<00:08, 40.07it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  31%|███       | 146/469 [00:03<00:08, 40.09it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  31%|███       | 146/469 [00:03<00:08, 40.08it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  31%|███▏      | 147/469 [00:03<00:08, 40.10it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  31%|███▏      | 147/469 [00:03<00:08, 40.10it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  32%|███▏      | 148/469 [00:03<00:08, 40.11it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  32%|███▏      | 148/469 [00:03<00:08, 40.11it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  32%|███▏      | 149/469 [00:03<00:07, 40.12it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  32%|███▏      | 149/469 [00:03<00:07, 40.12it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  32%|███▏      | 150/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  32%|███▏      | 150/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  32%|███▏      | 151/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  32%|███▏      | 151/469 [00:03<00:07, 40.13it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  32%|███▏      | 152/469 [00:03<00:07, 40.14it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  32%|███▏      | 152/469 [00:03<00:07, 40.14it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  33%|███▎      | 153/469 [00:03<00:07, 40.15it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  33%|███▎      | 153/469 [00:03<00:07, 40.15it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  33%|███▎      | 154/469 [00:03<00:07, 40.16it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  33%|███▎      | 154/469 [00:03<00:07, 40.16it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  33%|███▎      | 155/469 [00:03<00:07, 40.17it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  33%|███▎      | 155/469 [00:03<00:07, 40.16it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0:  33%|███▎      | 156/469 [00:03<00:07, 40.18it/s, v_num=8, acc1/train=0.797, f1/train=0.797, precision/train=0.797, recall/train=0.797]
Epoch 0:  33%|███▎      | 156/469 [00:03<00:07, 40.17it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  33%|███▎      | 157/469 [00:03<00:07, 40.19it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  33%|███▎      | 157/469 [00:03<00:07, 40.18it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  34%|███▎      | 158/469 [00:03<00:07, 40.20it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  34%|███▎      | 158/469 [00:03<00:07, 40.19it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  34%|███▍      | 159/469 [00:03<00:07, 40.20it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  34%|███▍      | 159/469 [00:03<00:07, 40.20it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  34%|███▍      | 160/469 [00:03<00:07, 40.21it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  34%|███▍      | 160/469 [00:03<00:07, 40.21it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  34%|███▍      | 161/469 [00:04<00:07, 40.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  34%|███▍      | 161/469 [00:04<00:07, 40.22it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  35%|███▍      | 162/469 [00:04<00:07, 40.23it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  35%|███▍      | 162/469 [00:04<00:07, 40.23it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  35%|███▍      | 163/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  35%|███▍      | 163/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.820, f1/train=0.820, precision/train=0.820, recall/train=0.820]
Epoch 0:  35%|███▍      | 164/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.820, f1/train=0.820, precision/train=0.820, recall/train=0.820]
Epoch 0:  35%|███▍      | 164/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  35%|███▌      | 165/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  35%|███▌      | 165/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  35%|███▌      | 166/469 [00:04<00:07, 40.26it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  35%|███▌      | 166/469 [00:04<00:07, 40.26it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  36%|███▌      | 167/469 [00:04<00:07, 40.27it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  36%|███▌      | 167/469 [00:04<00:07, 40.27it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  36%|███▌      | 168/469 [00:04<00:07, 40.28it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  36%|███▌      | 168/469 [00:04<00:07, 40.27it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  36%|███▌      | 169/469 [00:04<00:07, 40.29it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  36%|███▌      | 169/469 [00:04<00:07, 40.28it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  36%|███▌      | 170/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  36%|███▌      | 170/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  36%|███▋      | 171/469 [00:04<00:07, 40.31it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  36%|███▋      | 171/469 [00:04<00:07, 40.31it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  37%|███▋      | 172/469 [00:04<00:07, 40.32it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  37%|███▋      | 172/469 [00:04<00:07, 40.32it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  37%|███▋      | 173/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  37%|███▋      | 173/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  37%|███▋      | 174/469 [00:04<00:07, 40.30it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  37%|███▋      | 174/469 [00:04<00:07, 40.29it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  37%|███▋      | 175/469 [00:04<00:07, 40.25it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  37%|███▋      | 175/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  38%|███▊      | 176/469 [00:04<00:07, 40.24it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  38%|███▊      | 176/469 [00:04<00:07, 40.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  38%|███▊      | 177/469 [00:04<00:07, 40.22it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  38%|███▊      | 177/469 [00:04<00:07, 40.21it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  38%|███▊      | 178/469 [00:04<00:07, 40.17it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  38%|███▊      | 178/469 [00:04<00:07, 40.16it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  38%|███▊      | 179/469 [00:04<00:07, 40.15it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  38%|███▊      | 179/469 [00:04<00:07, 40.14it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  38%|███▊      | 180/469 [00:04<00:07, 40.12it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  38%|███▊      | 180/469 [00:04<00:07, 40.12it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  39%|███▊      | 181/469 [00:04<00:07, 40.09it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  39%|███▊      | 181/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  39%|███▉      | 182/469 [00:04<00:07, 40.09it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  39%|███▉      | 182/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  39%|███▉      | 183/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  39%|███▉      | 183/469 [00:04<00:07, 40.08it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  39%|███▉      | 184/469 [00:04<00:07, 40.06it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  39%|███▉      | 184/469 [00:04<00:07, 40.06it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  39%|███▉      | 185/469 [00:04<00:07, 40.03it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  39%|███▉      | 185/469 [00:04<00:07, 40.02it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  40%|███▉      | 186/469 [00:04<00:07, 39.92it/s, v_num=8, acc1/train=0.812, f1/train=0.812, precision/train=0.812, recall/train=0.812]
Epoch 0:  40%|███▉      | 186/469 [00:04<00:07, 39.92it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  40%|███▉      | 187/469 [00:04<00:07, 39.91it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  40%|███▉      | 187/469 [00:04<00:07, 39.90it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  40%|████      | 188/469 [00:04<00:07, 39.80it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  40%|████      | 188/469 [00:04<00:07, 39.80it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  40%|████      | 189/469 [00:04<00:07, 39.74it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  40%|████      | 189/469 [00:04<00:07, 39.73it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  41%|████      | 190/469 [00:04<00:07, 39.73it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  41%|████      | 190/469 [00:04<00:07, 39.73it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  41%|████      | 191/469 [00:04<00:07, 39.69it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  41%|████      | 191/469 [00:04<00:07, 39.69it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  41%|████      | 192/469 [00:04<00:06, 39.61it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  41%|████      | 192/469 [00:04<00:06, 39.60it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  41%|████      | 193/469 [00:04<00:06, 39.53it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  41%|████      | 193/469 [00:04<00:06, 39.53it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  41%|████▏     | 194/469 [00:04<00:06, 39.51it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  41%|████▏     | 194/469 [00:04<00:06, 39.49it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  42%|████▏     | 195/469 [00:04<00:06, 39.45it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  42%|████▏     | 195/469 [00:04<00:06, 39.45it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  42%|████▏     | 196/469 [00:04<00:06, 39.47it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  42%|████▏     | 196/469 [00:04<00:06, 39.46it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  42%|████▏     | 197/469 [00:04<00:06, 39.48it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  42%|████▏     | 197/469 [00:04<00:06, 39.47it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  42%|████▏     | 198/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  42%|████▏     | 198/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  42%|████▏     | 199/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.828, f1/train=0.828, precision/train=0.828, recall/train=0.828]
Epoch 0:  42%|████▏     | 199/469 [00:05<00:06, 39.47it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  43%|████▎     | 200/469 [00:05<00:06, 39.48it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  43%|████▎     | 200/469 [00:05<00:06, 39.48it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  43%|████▎     | 201/469 [00:05<00:06, 39.49it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  43%|████▎     | 201/469 [00:05<00:06, 39.48it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  43%|████▎     | 202/469 [00:05<00:06, 39.49it/s, v_num=8, acc1/train=0.836, f1/train=0.836, precision/train=0.836, recall/train=0.836]
Epoch 0:  43%|████▎     | 202/469 [00:05<00:06, 39.49it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  43%|████▎     | 203/469 [00:05<00:06, 39.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  43%|████▎     | 203/469 [00:05<00:06, 39.50it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  43%|████▎     | 204/469 [00:05<00:06, 39.51it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  43%|████▎     | 204/469 [00:05<00:06, 39.51it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  44%|████▎     | 205/469 [00:05<00:06, 39.52it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  44%|████▎     | 205/469 [00:05<00:06, 39.52it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  44%|████▍     | 206/469 [00:05<00:06, 39.53it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  44%|████▍     | 206/469 [00:05<00:06, 39.53it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  44%|████▍     | 207/469 [00:05<00:06, 39.54it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  44%|████▍     | 207/469 [00:05<00:06, 39.54it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  44%|████▍     | 208/469 [00:05<00:06, 39.55it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  44%|████▍     | 208/469 [00:05<00:06, 39.55it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  45%|████▍     | 209/469 [00:05<00:06, 39.56it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  45%|████▍     | 209/469 [00:05<00:06, 39.55it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  45%|████▍     | 210/469 [00:05<00:06, 39.57it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  45%|████▍     | 210/469 [00:05<00:06, 39.56it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  45%|████▍     | 211/469 [00:05<00:06, 39.58it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  45%|████▍     | 211/469 [00:05<00:06, 39.57it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  45%|████▌     | 212/469 [00:05<00:06, 39.59it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  45%|████▌     | 212/469 [00:05<00:06, 39.58it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  45%|████▌     | 213/469 [00:05<00:06, 39.59it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  45%|████▌     | 213/469 [00:05<00:06, 39.59it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  46%|████▌     | 214/469 [00:05<00:06, 39.60it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  46%|████▌     | 214/469 [00:05<00:06, 39.60it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  46%|████▌     | 215/469 [00:05<00:06, 39.61it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  46%|████▌     | 215/469 [00:05<00:06, 39.61it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  46%|████▌     | 216/469 [00:05<00:06, 39.62it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  46%|████▌     | 216/469 [00:05<00:06, 39.62it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  46%|████▋     | 217/469 [00:05<00:06, 39.63it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  46%|████▋     | 217/469 [00:05<00:06, 39.63it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  46%|████▋     | 218/469 [00:05<00:06, 39.64it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  46%|████▋     | 218/469 [00:05<00:06, 39.64it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  47%|████▋     | 219/469 [00:05<00:06, 39.65it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  47%|████▋     | 219/469 [00:05<00:06, 39.65it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  47%|████▋     | 220/469 [00:05<00:06, 39.66it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  47%|████▋     | 220/469 [00:05<00:06, 39.65it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  47%|████▋     | 221/469 [00:05<00:06, 39.67it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  47%|████▋     | 221/469 [00:05<00:06, 39.66it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  47%|████▋     | 222/469 [00:05<00:06, 39.68it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  47%|████▋     | 222/469 [00:05<00:06, 39.67it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  48%|████▊     | 223/469 [00:05<00:06, 39.69it/s, v_num=8, acc1/train=0.844, f1/train=0.844, precision/train=0.844, recall/train=0.844]
Epoch 0:  48%|████▊     | 223/469 [00:05<00:06, 39.68it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  48%|████▊     | 224/469 [00:05<00:06, 39.69it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  48%|████▊     | 224/469 [00:05<00:06, 39.69it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  48%|████▊     | 225/469 [00:05<00:06, 39.70it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  48%|████▊     | 225/469 [00:05<00:06, 39.70it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  48%|████▊     | 226/469 [00:05<00:06, 39.71it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  48%|████▊     | 226/469 [00:05<00:06, 39.71it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  48%|████▊     | 227/469 [00:05<00:06, 39.72it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  48%|████▊     | 227/469 [00:05<00:06, 39.71it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  49%|████▊     | 228/469 [00:05<00:06, 39.73it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  49%|████▊     | 228/469 [00:05<00:06, 39.72it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  49%|████▉     | 229/469 [00:05<00:06, 39.74it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  49%|████▉     | 229/469 [00:05<00:06, 39.73it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  49%|████▉     | 230/469 [00:05<00:06, 39.75it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  49%|████▉     | 230/469 [00:05<00:06, 39.74it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  49%|████▉     | 231/469 [00:05<00:05, 39.76it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  49%|████▉     | 231/469 [00:05<00:05, 39.76it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  49%|████▉     | 232/469 [00:05<00:05, 39.77it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  49%|████▉     | 232/469 [00:05<00:05, 39.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  50%|████▉     | 233/469 [00:05<00:05, 39.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  50%|████▉     | 233/469 [00:05<00:05, 39.78it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  50%|████▉     | 234/469 [00:05<00:05, 39.79it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  50%|████▉     | 234/469 [00:05<00:05, 39.79it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  50%|█████     | 235/469 [00:05<00:05, 39.80it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  50%|█████     | 235/469 [00:05<00:05, 39.80it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  50%|█████     | 236/469 [00:05<00:05, 39.81it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  50%|█████     | 236/469 [00:05<00:05, 39.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  51%|█████     | 237/469 [00:05<00:05, 39.83it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  51%|█████     | 237/469 [00:05<00:05, 39.82it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  51%|█████     | 238/469 [00:05<00:05, 39.84it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  51%|█████     | 238/469 [00:05<00:05, 39.83it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  51%|█████     | 239/469 [00:05<00:05, 39.85it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  51%|█████     | 239/469 [00:05<00:05, 39.85it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  51%|█████     | 240/469 [00:06<00:05, 39.86it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  51%|█████     | 240/469 [00:06<00:05, 39.86it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  51%|█████▏    | 241/469 [00:06<00:05, 39.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  51%|█████▏    | 241/469 [00:06<00:05, 39.87it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  52%|█████▏    | 242/469 [00:06<00:05, 39.88it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  52%|█████▏    | 242/469 [00:06<00:05, 39.87it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0:  52%|█████▏    | 243/469 [00:06<00:05, 39.88it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0:  52%|█████▏    | 243/469 [00:06<00:05, 39.88it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  52%|█████▏    | 244/469 [00:06<00:05, 39.89it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  52%|█████▏    | 244/469 [00:06<00:05, 39.89it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  52%|█████▏    | 245/469 [00:06<00:05, 39.90it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  52%|█████▏    | 245/469 [00:06<00:05, 39.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  52%|█████▏    | 246/469 [00:06<00:05, 39.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  52%|█████▏    | 246/469 [00:06<00:05, 39.90it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  53%|█████▎    | 247/469 [00:06<00:05, 39.91it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  53%|█████▎    | 247/469 [00:06<00:05, 39.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  53%|█████▎    | 248/469 [00:06<00:05, 39.92it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  53%|█████▎    | 248/469 [00:06<00:05, 39.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  53%|█████▎    | 249/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  53%|█████▎    | 249/469 [00:06<00:05, 39.92it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  53%|█████▎    | 250/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  53%|█████▎    | 250/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  54%|█████▎    | 251/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  54%|█████▎    | 251/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  54%|█████▎    | 252/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  54%|█████▎    | 252/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  54%|█████▍    | 253/469 [00:06<00:05, 39.94it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  54%|█████▍    | 253/469 [00:06<00:05, 39.93it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0:  54%|█████▍    | 254/469 [00:06<00:05, 39.96it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0:  54%|█████▍    | 254/469 [00:06<00:05, 39.95it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  54%|█████▍    | 255/469 [00:06<00:05, 39.98it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  54%|█████▍    | 255/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  55%|█████▍    | 256/469 [00:06<00:05, 39.98it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  55%|█████▍    | 256/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  55%|█████▍    | 257/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  55%|█████▍    | 257/469 [00:06<00:05, 39.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  55%|█████▌    | 258/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  55%|█████▌    | 258/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  55%|█████▌    | 259/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  55%|█████▌    | 259/469 [00:06<00:05, 39.99it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  55%|█████▌    | 260/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  55%|█████▌    | 260/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  56%|█████▌    | 261/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  56%|█████▌    | 261/469 [00:06<00:05, 40.01it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  56%|█████▌    | 262/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  56%|█████▌    | 262/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  56%|█████▌    | 263/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  56%|█████▌    | 263/469 [00:06<00:05, 40.03it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  56%|█████▋    | 264/469 [00:06<00:05, 40.04it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  56%|█████▋    | 264/469 [00:06<00:05, 40.04it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  57%|█████▋    | 265/469 [00:06<00:05, 40.05it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  57%|█████▋    | 265/469 [00:06<00:05, 40.04it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  57%|█████▋    | 266/469 [00:06<00:05, 40.07it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  57%|█████▋    | 266/469 [00:06<00:05, 40.07it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  57%|█████▋    | 267/469 [00:06<00:05, 40.07it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  57%|█████▋    | 267/469 [00:06<00:05, 40.06it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  57%|█████▋    | 268/469 [00:06<00:05, 40.09it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  57%|█████▋    | 268/469 [00:06<00:05, 40.09it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  57%|█████▋    | 269/469 [00:06<00:04, 40.09it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  57%|█████▋    | 269/469 [00:06<00:04, 40.09it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  58%|█████▊    | 270/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  58%|█████▊    | 270/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  58%|█████▊    | 271/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  58%|█████▊    | 271/469 [00:06<00:04, 40.10it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  58%|█████▊    | 272/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  58%|█████▊    | 272/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  58%|█████▊    | 273/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  58%|█████▊    | 273/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  58%|█████▊    | 274/469 [00:06<00:04, 40.12it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  58%|█████▊    | 274/469 [00:06<00:04, 40.11it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  59%|█████▊    | 275/469 [00:06<00:04, 40.14it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  59%|█████▊    | 275/469 [00:06<00:04, 40.13it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  59%|█████▉    | 276/469 [00:06<00:04, 40.14it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  59%|█████▉    | 276/469 [00:06<00:04, 40.13it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  59%|█████▉    | 277/469 [00:06<00:04, 40.16it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  59%|█████▉    | 277/469 [00:06<00:04, 40.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  59%|█████▉    | 278/469 [00:06<00:04, 40.16it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  59%|█████▉    | 278/469 [00:06<00:04, 40.15it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  59%|█████▉    | 279/469 [00:06<00:04, 40.18it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  59%|█████▉    | 279/469 [00:06<00:04, 40.17it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  60%|█████▉    | 280/469 [00:06<00:04, 40.17it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  60%|█████▉    | 280/469 [00:06<00:04, 40.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  60%|█████▉    | 281/469 [00:06<00:04, 40.18it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  60%|█████▉    | 281/469 [00:06<00:04, 40.18it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  60%|██████    | 282/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  60%|██████    | 282/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  60%|██████    | 283/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  60%|██████    | 283/469 [00:07<00:04, 40.20it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  61%|██████    | 284/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  61%|██████    | 284/469 [00:07<00:04, 40.21it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  61%|██████    | 285/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  61%|██████    | 285/469 [00:07<00:04, 40.21it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  61%|██████    | 286/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  61%|██████    | 286/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  61%|██████    | 287/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  61%|██████    | 287/469 [00:07<00:04, 40.23it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  61%|██████▏   | 288/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  61%|██████▏   | 288/469 [00:07<00:04, 40.22it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  62%|██████▏   | 289/469 [00:07<00:04, 40.24it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  62%|██████▏   | 289/469 [00:07<00:04, 40.24it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  62%|██████▏   | 290/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  62%|██████▏   | 290/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  62%|██████▏   | 291/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  62%|██████▏   | 291/469 [00:07<00:04, 40.26it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  62%|██████▏   | 292/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  62%|██████▏   | 292/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  62%|██████▏   | 293/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  62%|██████▏   | 293/469 [00:07<00:04, 40.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  63%|██████▎   | 294/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  63%|██████▎   | 294/469 [00:07<00:04, 40.29it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  63%|██████▎   | 295/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  63%|██████▎   | 295/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  63%|██████▎   | 296/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  63%|██████▎   | 296/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  63%|██████▎   | 297/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  63%|██████▎   | 297/469 [00:07<00:04, 40.30it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  64%|██████▎   | 298/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  64%|██████▎   | 298/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  64%|██████▍   | 299/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  64%|██████▍   | 299/469 [00:07<00:04, 40.31it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  64%|██████▍   | 300/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  64%|██████▍   | 300/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  64%|██████▍   | 301/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  64%|██████▍   | 301/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  64%|██████▍   | 302/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  64%|██████▍   | 302/469 [00:07<00:04, 40.32it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  65%|██████▍   | 303/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  65%|██████▍   | 303/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  65%|██████▍   | 304/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  65%|██████▍   | 304/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  65%|██████▌   | 305/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  65%|██████▌   | 305/469 [00:07<00:04, 40.33it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  65%|██████▌   | 306/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  65%|██████▌   | 306/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  65%|██████▌   | 307/469 [00:07<00:04, 40.35it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  65%|██████▌   | 307/469 [00:07<00:04, 40.34it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  66%|██████▌   | 308/469 [00:07<00:03, 40.35it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  66%|██████▌   | 308/469 [00:07<00:03, 40.35it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  66%|██████▌   | 309/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  66%|██████▌   | 309/469 [00:07<00:03, 40.35it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  66%|██████▌   | 310/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  66%|██████▌   | 310/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  66%|██████▋   | 311/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  66%|██████▋   | 311/469 [00:07<00:03, 40.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0:  67%|██████▋   | 312/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0:  67%|██████▋   | 312/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  67%|██████▋   | 313/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  67%|██████▋   | 313/469 [00:07<00:03, 40.37it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  67%|██████▋   | 314/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  67%|██████▋   | 314/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  67%|██████▋   | 315/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  67%|██████▋   | 315/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  67%|██████▋   | 316/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  67%|██████▋   | 316/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  68%|██████▊   | 317/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  68%|██████▊   | 317/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  68%|██████▊   | 318/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  68%|██████▊   | 318/469 [00:07<00:03, 40.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  68%|██████▊   | 319/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  68%|██████▊   | 319/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  68%|██████▊   | 320/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  68%|██████▊   | 320/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  68%|██████▊   | 321/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  68%|██████▊   | 321/469 [00:07<00:03, 40.39it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  69%|██████▊   | 322/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  69%|██████▊   | 322/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0:  69%|██████▉   | 323/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.852, f1/train=0.852, precision/train=0.852, recall/train=0.852]
Epoch 0:  69%|██████▉   | 323/469 [00:07<00:03, 40.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  69%|██████▉   | 324/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  69%|██████▉   | 324/469 [00:08<00:03, 40.40it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  69%|██████▉   | 325/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  69%|██████▉   | 325/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  70%|██████▉   | 326/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  70%|██████▉   | 326/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  70%|██████▉   | 327/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  70%|██████▉   | 327/469 [00:08<00:03, 40.41it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  70%|██████▉   | 328/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  70%|██████▉   | 328/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  70%|███████   | 329/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  70%|███████   | 329/469 [00:08<00:03, 40.42it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  70%|███████   | 330/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  70%|███████   | 330/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  71%|███████   | 331/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  71%|███████   | 331/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  71%|███████   | 332/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  71%|███████   | 332/469 [00:08<00:03, 40.43it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  71%|███████   | 333/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  71%|███████   | 333/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  71%|███████   | 334/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  71%|███████   | 334/469 [00:08<00:03, 40.44it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  71%|███████▏  | 335/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  71%|███████▏  | 335/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  72%|███████▏  | 336/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  72%|███████▏  | 336/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  72%|███████▏  | 337/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  72%|███████▏  | 337/469 [00:08<00:03, 40.45it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  72%|███████▏  | 338/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  72%|███████▏  | 338/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  72%|███████▏  | 339/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  72%|███████▏  | 339/469 [00:08<00:03, 40.46it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  72%|███████▏  | 340/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  72%|███████▏  | 340/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  73%|███████▎  | 341/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  73%|███████▎  | 341/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  73%|███████▎  | 342/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  73%|███████▎  | 342/469 [00:08<00:03, 40.47it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  73%|███████▎  | 343/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  73%|███████▎  | 343/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  73%|███████▎  | 344/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  73%|███████▎  | 344/469 [00:08<00:03, 40.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  74%|███████▎  | 345/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  74%|███████▎  | 345/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  74%|███████▍  | 346/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  74%|███████▍  | 346/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  74%|███████▍  | 347/469 [00:08<00:03, 40.50it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  74%|███████▍  | 347/469 [00:08<00:03, 40.49it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  74%|███████▍  | 348/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  74%|███████▍  | 348/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  74%|███████▍  | 349/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  74%|███████▍  | 349/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  75%|███████▍  | 350/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  75%|███████▍  | 350/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  75%|███████▍  | 351/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  75%|███████▍  | 351/469 [00:08<00:02, 40.50it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  75%|███████▌  | 352/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  75%|███████▌  | 352/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  75%|███████▌  | 353/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.859, f1/train=0.859, precision/train=0.859, recall/train=0.859]
Epoch 0:  75%|███████▌  | 353/469 [00:08<00:02, 40.51it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  75%|███████▌  | 354/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  75%|███████▌  | 354/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  76%|███████▌  | 355/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  76%|███████▌  | 355/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  76%|███████▌  | 356/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  76%|███████▌  | 356/469 [00:08<00:02, 40.52it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  76%|███████▌  | 357/469 [00:08<00:02, 40.53it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  76%|███████▌  | 357/469 [00:08<00:02, 40.53it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  76%|███████▋  | 358/469 [00:08<00:02, 40.55it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  76%|███████▋  | 358/469 [00:08<00:02, 40.54it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  77%|███████▋  | 359/469 [00:08<00:02, 40.55it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  77%|███████▋  | 359/469 [00:08<00:02, 40.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  77%|███████▋  | 360/469 [00:08<00:02, 40.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  77%|███████▋  | 360/469 [00:08<00:02, 40.56it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  77%|███████▋  | 361/469 [00:08<00:02, 40.56it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  77%|███████▋  | 361/469 [00:08<00:02, 40.55it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  77%|███████▋  | 362/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  77%|███████▋  | 362/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  77%|███████▋  | 363/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  77%|███████▋  | 363/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  78%|███████▊  | 364/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  78%|███████▊  | 364/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  78%|███████▊  | 365/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  78%|███████▊  | 365/469 [00:08<00:02, 40.57it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  78%|███████▊  | 366/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  78%|███████▊  | 366/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  78%|███████▊  | 367/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  78%|███████▊  | 367/469 [00:09<00:02, 40.58it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  78%|███████▊  | 368/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  78%|███████▊  | 368/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  79%|███████▊  | 369/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  79%|███████▊  | 369/469 [00:09<00:02, 40.59it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  79%|███████▉  | 370/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  79%|███████▉  | 370/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  79%|███████▉  | 371/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  79%|███████▉  | 371/469 [00:09<00:02, 40.60it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  79%|███████▉  | 372/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  79%|███████▉  | 372/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  80%|███████▉  | 373/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  80%|███████▉  | 373/469 [00:09<00:02, 40.61it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  80%|███████▉  | 374/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  80%|███████▉  | 374/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  80%|███████▉  | 375/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  80%|███████▉  | 375/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  80%|████████  | 376/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  80%|████████  | 376/469 [00:09<00:02, 40.62it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  80%|████████  | 377/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  80%|████████  | 377/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  81%|████████  | 378/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  81%|████████  | 378/469 [00:09<00:02, 40.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  81%|████████  | 379/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  81%|████████  | 379/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  81%|████████  | 380/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  81%|████████  | 380/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  81%|████████  | 381/469 [00:09<00:02, 40.66it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  81%|████████  | 381/469 [00:09<00:02, 40.66it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  81%|████████▏ | 382/469 [00:09<00:02, 40.66it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  81%|████████▏ | 382/469 [00:09<00:02, 40.65it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  82%|████████▏ | 383/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.883, f1/train=0.883, precision/train=0.883, recall/train=0.883]
Epoch 0:  82%|████████▏ | 383/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  82%|████████▏ | 384/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  82%|████████▏ | 384/469 [00:09<00:02, 40.67it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  82%|████████▏ | 385/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  82%|████████▏ | 385/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  82%|████████▏ | 386/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  82%|████████▏ | 386/469 [00:09<00:02, 40.68it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  83%|████████▎ | 387/469 [00:09<00:02, 40.69it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  83%|████████▎ | 387/469 [00:09<00:02, 40.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  83%|████████▎ | 388/469 [00:09<00:01, 40.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  83%|████████▎ | 388/469 [00:09<00:01, 40.69it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  83%|████████▎ | 389/469 [00:09<00:01, 40.71it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  83%|████████▎ | 389/469 [00:09<00:01, 40.70it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  83%|████████▎ | 390/469 [00:09<00:01, 40.71it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  83%|████████▎ | 390/469 [00:09<00:01, 40.70it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  83%|████████▎ | 391/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  83%|████████▎ | 391/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  84%|████████▎ | 392/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  84%|████████▎ | 392/469 [00:09<00:01, 40.72it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  84%|████████▍ | 393/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  84%|████████▍ | 393/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  84%|████████▍ | 394/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  84%|████████▍ | 394/469 [00:09<00:01, 40.73it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  84%|████████▍ | 395/469 [00:09<00:01, 40.75it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  84%|████████▍ | 395/469 [00:09<00:01, 40.74it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  84%|████████▍ | 396/469 [00:09<00:01, 40.75it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  84%|████████▍ | 396/469 [00:09<00:01, 40.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  85%|████████▍ | 397/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  85%|████████▍ | 397/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  85%|████████▍ | 398/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  85%|████████▍ | 398/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  85%|████████▌ | 399/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  85%|████████▌ | 399/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  85%|████████▌ | 400/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  85%|████████▌ | 400/469 [00:09<00:01, 40.76it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  86%|████████▌ | 401/469 [00:09<00:01, 40.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  86%|████████▌ | 401/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  86%|████████▌ | 402/469 [00:09<00:01, 40.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  86%|████████▌ | 402/469 [00:09<00:01, 40.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  86%|████████▌ | 403/469 [00:09<00:01, 40.79it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  86%|████████▌ | 403/469 [00:09<00:01, 40.79it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  86%|████████▌ | 404/469 [00:09<00:01, 40.79it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  86%|████████▌ | 404/469 [00:09<00:01, 40.78it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  86%|████████▋ | 405/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  86%|████████▋ | 405/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  87%|████████▋ | 406/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  87%|████████▋ | 406/469 [00:09<00:01, 40.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  87%|████████▋ | 407/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  87%|████████▋ | 407/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  87%|████████▋ | 408/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  87%|████████▋ | 408/469 [00:09<00:01, 40.81it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  87%|████████▋ | 409/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  87%|████████▋ | 409/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  87%|████████▋ | 410/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  87%|████████▋ | 410/469 [00:10<00:01, 40.82it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  88%|████████▊ | 411/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  88%|████████▊ | 411/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  88%|████████▊ | 412/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  88%|████████▊ | 412/469 [00:10<00:01, 40.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0:  88%|████████▊ | 413/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0:  88%|████████▊ | 413/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  88%|████████▊ | 414/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  88%|████████▊ | 414/469 [00:10<00:01, 40.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  88%|████████▊ | 415/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  88%|████████▊ | 415/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  89%|████████▊ | 416/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  89%|████████▊ | 416/469 [00:10<00:01, 40.85it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  89%|████████▉ | 417/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  89%|████████▉ | 417/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  89%|████████▉ | 418/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  89%|████████▉ | 418/469 [00:10<00:01, 40.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  89%|████████▉ | 419/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  89%|████████▉ | 419/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  90%|████████▉ | 420/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  90%|████████▉ | 420/469 [00:10<00:01, 40.87it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  90%|████████▉ | 421/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  90%|████████▉ | 421/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  90%|████████▉ | 422/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  90%|████████▉ | 422/469 [00:10<00:01, 40.88it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  90%|█████████ | 423/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.867, f1/train=0.867, precision/train=0.867, recall/train=0.867]
Epoch 0:  90%|█████████ | 423/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  90%|█████████ | 424/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  90%|█████████ | 424/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  91%|█████████ | 425/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  91%|█████████ | 425/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  91%|█████████ | 426/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  91%|█████████ | 426/469 [00:10<00:01, 40.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  91%|█████████ | 427/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  91%|█████████ | 427/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  91%|█████████▏| 428/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  91%|█████████▏| 428/469 [00:10<00:01, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  91%|█████████▏| 429/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  91%|█████████▏| 429/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  92%|█████████▏| 430/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  92%|█████████▏| 430/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  92%|█████████▏| 431/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  92%|█████████▏| 431/469 [00:10<00:00, 40.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984]
Epoch 0:  92%|█████████▏| 432/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984]
Epoch 0:  92%|█████████▏| 432/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  92%|█████████▏| 433/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  92%|█████████▏| 433/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  93%|█████████▎| 434/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891]
Epoch 0:  93%|█████████▎| 434/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977]
Epoch 0:  93%|█████████▎| 435/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977]
Epoch 0:  93%|█████████▎| 435/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  93%|█████████▎| 436/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  93%|█████████▎| 436/469 [00:10<00:00, 40.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  93%|█████████▎| 437/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  93%|█████████▎| 437/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  93%|█████████▎| 438/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  93%|█████████▎| 438/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  94%|█████████▎| 439/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961]
Epoch 0:  94%|█████████▎| 439/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  94%|█████████▍| 440/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  94%|█████████▍| 440/469 [00:10<00:00, 40.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  94%|█████████▍| 441/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  94%|█████████▍| 441/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  94%|█████████▍| 442/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0:  94%|█████████▍| 442/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  94%|█████████▍| 443/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  94%|█████████▍| 443/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  95%|█████████▍| 444/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  95%|█████████▍| 444/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  95%|█████████▍| 445/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  95%|█████████▍| 445/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  95%|█████████▌| 446/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  95%|█████████▌| 446/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  95%|█████████▌| 447/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  95%|█████████▌| 447/469 [00:10<00:00, 40.92it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  96%|█████████▌| 448/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  96%|█████████▌| 448/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  96%|█████████▌| 449/469 [00:10<00:00, 40.94it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875]
Epoch 0:  96%|█████████▌| 449/469 [00:10<00:00, 40.93it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  96%|█████████▌| 450/469 [00:10<00:00, 40.97it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  96%|█████████▌| 450/469 [00:10<00:00, 40.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0:  96%|█████████▌| 451/469 [00:11<00:00, 41.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969]
Epoch 0:  96%|█████████▌| 451/469 [00:11<00:00, 40.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  96%|█████████▋| 452/469 [00:11<00:00, 41.00it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  96%|█████████▋| 452/469 [00:11<00:00, 41.00it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  97%|█████████▋| 453/469 [00:11<00:00, 41.04it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  97%|█████████▋| 453/469 [00:11<00:00, 41.03it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  97%|█████████▋| 454/469 [00:11<00:00, 41.07it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  97%|█████████▋| 454/469 [00:11<00:00, 41.06it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  97%|█████████▋| 455/469 [00:11<00:00, 41.10it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]
Epoch 0:  97%|█████████▋| 455/469 [00:11<00:00, 41.09it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  97%|█████████▋| 456/469 [00:11<00:00, 41.13it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  97%|█████████▋| 456/469 [00:11<00:00, 41.13it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  97%|█████████▋| 457/469 [00:11<00:00, 41.16it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  97%|█████████▋| 457/469 [00:11<00:00, 41.16it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  98%|█████████▊| 458/469 [00:11<00:00, 41.19it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914]
Epoch 0:  98%|█████████▊| 458/469 [00:11<00:00, 41.19it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  98%|█████████▊| 459/469 [00:11<00:00, 41.22it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  98%|█████████▊| 459/469 [00:11<00:00, 41.22it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  98%|█████████▊| 460/469 [00:11<00:00, 41.25it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898]
Epoch 0:  98%|█████████▊| 460/469 [00:11<00:00, 41.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  98%|█████████▊| 461/469 [00:11<00:00, 41.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0:  98%|█████████▊| 461/469 [00:11<00:00, 41.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  99%|█████████▊| 462/469 [00:11<00:00, 41.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  99%|█████████▊| 462/469 [00:11<00:00, 41.31it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  99%|█████████▊| 463/469 [00:11<00:00, 41.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  99%|█████████▊| 463/469 [00:11<00:00, 41.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  99%|█████████▉| 464/469 [00:11<00:00, 41.37it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922]
Epoch 0:  99%|█████████▉| 464/469 [00:11<00:00, 41.37it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  99%|█████████▉| 465/469 [00:11<00:00, 41.40it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906]
Epoch 0:  99%|█████████▉| 465/469 [00:11<00:00, 41.40it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  99%|█████████▉| 466/469 [00:11<00:00, 41.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945]
Epoch 0:  99%|█████████▉| 466/469 [00:11<00:00, 41.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:11<00:00, 41.46it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:11<00:00, 41.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 100%|█████████▉| 468/469 [00:11<00:00, 41.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953]
Epoch 0: 100%|█████████▉| 468/469 [00:11<00:00, 41.49it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|██████████| 469/469 [00:11<00:00, 41.50it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930]
Epoch 0: 100%|██████████| 469/469 [00:11<00:00, 41.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938]

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Epoch 0: 100%|██████████| 469/469 [00:12<00:00, 36.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 0: 100%|██████████| 469/469 [00:12<00:00, 36.69it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 0:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   0%|          | 1/469 [00:00<04:59,  1.56it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   0%|          | 1/469 [00:00<05:00,  1.56it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   0%|          | 2/469 [00:00<02:35,  3.00it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   0%|          | 2/469 [00:00<02:35,  3.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|          | 3/469 [00:00<01:46,  4.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|          | 3/469 [00:00<01:46,  4.36it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|          | 4/469 [00:00<01:22,  5.61it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|          | 4/469 [00:00<01:22,  5.60it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|          | 5/469 [00:00<01:08,  6.80it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|          | 5/469 [00:00<01:08,  6.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|▏         | 6/469 [00:00<00:58,  7.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|▏         | 6/469 [00:00<00:58,  7.86it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|▏         | 7/469 [00:00<00:51,  8.93it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   1%|▏         | 7/469 [00:00<00:51,  8.92it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 8/469 [00:00<00:46,  9.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 8/469 [00:00<00:46,  9.89it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 9/469 [00:00<00:42, 10.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 9/469 [00:00<00:42, 10.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 10/469 [00:00<00:39, 11.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 10/469 [00:00<00:39, 11.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 11/469 [00:00<00:36, 12.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   2%|▏         | 11/469 [00:00<00:36, 12.48it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 12/469 [00:00<00:34, 13.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 12/469 [00:00<00:34, 13.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 13/469 [00:00<00:32, 14.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 13/469 [00:00<00:32, 14.05it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 14/469 [00:00<00:30, 14.71it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 14/469 [00:00<00:30, 14.71it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 15/469 [00:00<00:29, 15.39it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 15/469 [00:00<00:29, 15.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 16/469 [00:00<00:28, 16.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   3%|▎         | 16/469 [00:00<00:28, 16.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▎         | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▎         | 17/469 [00:01<00:27, 16.61it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 18/469 [00:01<00:26, 17.18it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 18/469 [00:01<00:26, 17.17it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 19/469 [00:01<00:25, 17.78it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 19/469 [00:01<00:25, 17.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 20/469 [00:01<00:24, 18.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 20/469 [00:01<00:24, 18.30it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 21/469 [00:01<00:23, 18.81it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   4%|▍         | 21/469 [00:01<00:23, 18.81it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▍         | 22/469 [00:01<00:23, 19.28it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▍         | 22/469 [00:01<00:23, 19.27it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▍         | 23/469 [00:01<00:22, 19.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▍         | 23/469 [00:01<00:22, 19.77it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▌         | 24/469 [00:01<00:22, 20.20it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▌         | 24/469 [00:01<00:22, 20.19it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▌         | 25/469 [00:01<00:21, 20.67it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   5%|▌         | 25/469 [00:01<00:21, 20.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 26/469 [00:01<00:21, 21.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 26/469 [00:01<00:21, 21.06it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 27/469 [00:01<00:20, 21.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 27/469 [00:01<00:20, 21.49it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 28/469 [00:01<00:20, 21.92it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 28/469 [00:01<00:20, 21.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 29/469 [00:01<00:19, 22.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▌         | 29/469 [00:01<00:19, 22.25it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▋         | 30/469 [00:01<00:19, 22.65it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   6%|▋         | 30/469 [00:01<00:19, 22.64it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 31/469 [00:01<00:19, 22.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 31/469 [00:01<00:19, 22.97it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 32/469 [00:01<00:18, 23.32it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 32/469 [00:01<00:18, 23.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 33/469 [00:01<00:18, 23.60it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 33/469 [00:01<00:18, 23.59it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 34/469 [00:01<00:18, 23.90it/s, v_num=8, acc1/train=0.891, f1/train=0.891, precision/train=0.891, recall/train=0.891, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 34/469 [00:01<00:18, 23.89it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 35/469 [00:01<00:17, 24.20it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   7%|▋         | 35/469 [00:01<00:17, 24.19it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 36/469 [00:01<00:17, 24.48it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 36/469 [00:01<00:17, 24.48it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 37/469 [00:01<00:17, 24.76it/s, v_num=8, acc1/train=0.875, f1/train=0.875, precision/train=0.875, recall/train=0.875, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 37/469 [00:01<00:17, 24.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 38/469 [00:01<00:17, 25.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 38/469 [00:01<00:17, 25.03it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 39/469 [00:01<00:16, 25.35it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   8%|▊         | 39/469 [00:01<00:16, 25.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▊         | 40/469 [00:01<00:16, 25.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▊         | 40/469 [00:01<00:16, 25.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▊         | 41/469 [00:01<00:16, 25.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▊         | 41/469 [00:01<00:16, 25.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▉         | 42/469 [00:01<00:16, 26.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▉         | 42/469 [00:01<00:16, 26.05it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▉         | 43/469 [00:01<00:16, 26.28it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▉         | 43/469 [00:01<00:16, 26.28it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▉         | 44/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:   9%|▉         | 44/469 [00:01<00:16, 26.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|▉         | 45/469 [00:01<00:15, 26.72it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|▉         | 45/469 [00:01<00:15, 26.71it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|▉         | 46/469 [00:01<00:15, 26.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|▉         | 46/469 [00:01<00:15, 26.93it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|█         | 47/469 [00:01<00:15, 27.14it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|█         | 47/469 [00:01<00:15, 27.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|█         | 48/469 [00:01<00:15, 27.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|█         | 48/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|█         | 49/469 [00:01<00:15, 27.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  10%|█         | 49/469 [00:01<00:15, 27.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█         | 50/469 [00:01<00:15, 27.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█         | 50/469 [00:01<00:15, 27.72it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█         | 51/469 [00:01<00:14, 27.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█         | 51/469 [00:01<00:14, 27.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█         | 52/469 [00:01<00:14, 28.08it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█         | 52/469 [00:01<00:14, 28.07it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█▏        | 53/469 [00:01<00:14, 28.26it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  11%|█▏        | 53/469 [00:01<00:14, 28.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 54/469 [00:01<00:14, 28.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 54/469 [00:01<00:14, 28.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 55/469 [00:01<00:14, 28.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 55/469 [00:01<00:14, 28.58it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 56/469 [00:01<00:14, 28.75it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 56/469 [00:01<00:14, 28.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 57/469 [00:01<00:14, 28.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 57/469 [00:01<00:14, 28.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 58/469 [00:01<00:14, 29.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  12%|█▏        | 58/469 [00:01<00:14, 29.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 59/469 [00:02<00:14, 29.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 59/469 [00:02<00:14, 29.20it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 60/469 [00:02<00:13, 29.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 60/469 [00:02<00:13, 29.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 61/469 [00:02<00:13, 29.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 61/469 [00:02<00:13, 29.44it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 62/469 [00:02<00:13, 29.62it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 62/469 [00:02<00:13, 29.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 63/469 [00:02<00:13, 29.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  13%|█▎        | 63/469 [00:02<00:13, 29.73it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▎        | 64/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▎        | 64/469 [00:02<00:13, 29.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 65/469 [00:02<00:13, 30.03it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 65/469 [00:02<00:13, 30.02it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 66/469 [00:02<00:13, 30.19it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 66/469 [00:02<00:13, 30.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 67/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 67/469 [00:02<00:13, 30.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 68/469 [00:02<00:13, 30.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  14%|█▍        | 68/469 [00:02<00:13, 30.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▍        | 69/469 [00:02<00:13, 30.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▍        | 69/469 [00:02<00:13, 30.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▍        | 70/469 [00:02<00:12, 30.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▍        | 70/469 [00:02<00:12, 30.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▌        | 71/469 [00:02<00:12, 30.81it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▌        | 71/469 [00:02<00:12, 30.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▌        | 72/469 [00:02<00:12, 30.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  15%|█▌        | 72/469 [00:02<00:12, 30.94it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 73/469 [00:02<00:12, 31.04it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 73/469 [00:02<00:12, 31.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 74/469 [00:02<00:12, 31.17it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 74/469 [00:02<00:12, 31.17it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 75/469 [00:02<00:12, 31.27it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 75/469 [00:02<00:12, 31.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 76/469 [00:02<00:12, 31.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▌        | 76/469 [00:02<00:12, 31.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▋        | 77/469 [00:02<00:12, 31.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  16%|█▋        | 77/469 [00:02<00:12, 31.48it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 78/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 78/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 79/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 79/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 80/469 [00:02<00:12, 31.77it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 80/469 [00:02<00:12, 31.76it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 81/469 [00:02<00:12, 31.89it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 81/469 [00:02<00:12, 31.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 82/469 [00:02<00:12, 31.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  17%|█▋        | 82/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 83/469 [00:02<00:12, 32.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 83/469 [00:02<00:12, 32.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 84/469 [00:02<00:11, 32.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 84/469 [00:02<00:11, 32.11it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 85/469 [00:02<00:11, 32.24it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 85/469 [00:02<00:11, 32.23it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 86/469 [00:02<00:11, 32.31it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  18%|█▊        | 86/469 [00:02<00:11, 32.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▊        | 87/469 [00:02<00:11, 32.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▊        | 87/469 [00:02<00:11, 32.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 88/469 [00:02<00:11, 32.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 88/469 [00:02<00:11, 32.48it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 89/469 [00:02<00:11, 32.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 89/469 [00:02<00:11, 32.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 90/469 [00:02<00:11, 32.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 90/469 [00:02<00:11, 32.65it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 91/469 [00:02<00:11, 32.77it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  19%|█▉        | 91/469 [00:02<00:11, 32.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|█▉        | 92/469 [00:02<00:11, 32.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|█▉        | 92/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|█▉        | 93/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|█▉        | 93/469 [00:02<00:11, 32.92it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|██        | 94/469 [00:02<00:11, 32.99it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|██        | 94/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|██        | 95/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|██        | 95/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|██        | 96/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  20%|██        | 96/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██        | 97/469 [00:02<00:11, 33.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██        | 97/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██        | 98/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██        | 98/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██        | 99/469 [00:02<00:11, 33.39it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██        | 99/469 [00:02<00:11, 33.38it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██▏       | 100/469 [00:02<00:11, 33.44it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  21%|██▏       | 100/469 [00:02<00:11, 33.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 101/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 101/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 102/469 [00:03<00:10, 33.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 102/469 [00:03<00:10, 33.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 103/469 [00:03<00:10, 33.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 103/469 [00:03<00:10, 33.67it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 104/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 104/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 105/469 [00:03<00:10, 33.81it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  22%|██▏       | 105/469 [00:03<00:10, 33.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 106/469 [00:03<00:10, 33.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 106/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 107/469 [00:03<00:10, 33.91it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 107/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 108/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 108/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 109/469 [00:03<00:10, 34.02it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 109/469 [00:03<00:10, 34.02it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 110/469 [00:03<00:10, 34.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  23%|██▎       | 110/469 [00:03<00:10, 34.08it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▎       | 111/469 [00:03<00:10, 34.13it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▎       | 111/469 [00:03<00:10, 34.13it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▍       | 112/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▍       | 112/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▍       | 113/469 [00:03<00:10, 34.25it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▍       | 113/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▍       | 114/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  24%|██▍       | 114/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▍       | 115/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▍       | 115/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▍       | 116/469 [00:03<00:10, 34.38it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▍       | 116/469 [00:03<00:10, 34.37it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▍       | 117/469 [00:03<00:10, 34.42it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▍       | 117/469 [00:03<00:10, 34.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▌       | 118/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▌       | 118/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▌       | 119/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  25%|██▌       | 119/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 120/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 120/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 121/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 121/469 [00:03<00:10, 34.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 122/469 [00:03<00:10, 34.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 122/469 [00:03<00:10, 34.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 123/469 [00:03<00:09, 34.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▌       | 123/469 [00:03<00:09, 34.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▋       | 124/469 [00:03<00:09, 34.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  26%|██▋       | 124/469 [00:03<00:09, 34.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 125/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 125/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 126/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 126/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 127/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 127/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  27%|██▋       | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 129/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 129/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 130/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 130/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 132/469 [00:03<00:09, 35.10it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 132/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 133/469 [00:03<00:09, 35.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  28%|██▊       | 133/469 [00:03<00:09, 35.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▊       | 134/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▊       | 134/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 135/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 135/469 [00:03<00:09, 35.21it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 136/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 136/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 137/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 137/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 138/469 [00:03<00:09, 35.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  29%|██▉       | 138/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|██▉       | 139/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|██▉       | 139/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|██▉       | 140/469 [00:03<00:09, 35.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|██▉       | 140/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|███       | 141/469 [00:03<00:09, 35.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|███       | 141/469 [00:03<00:09, 35.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|███       | 142/469 [00:04<00:09, 35.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|███       | 142/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|███       | 143/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  30%|███       | 143/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███       | 144/469 [00:04<00:09, 35.57it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███       | 144/469 [00:04<00:09, 35.56it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███       | 145/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███       | 145/469 [00:04<00:09, 35.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███       | 146/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███       | 146/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███▏      | 147/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  31%|███▏      | 147/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 148/469 [00:04<00:08, 35.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 148/469 [00:04<00:08, 35.73it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 149/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 149/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 150/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 150/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 151/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 151/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 152/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  32%|███▏      | 152/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 153/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 153/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 154/469 [00:04<00:08, 35.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 154/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 155/469 [00:04<00:08, 36.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 155/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 156/469 [00:04<00:08, 36.02it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 156/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 157/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  33%|███▎      | 157/469 [00:04<00:08, 36.06it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▎      | 158/469 [00:04<00:08, 36.09it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▎      | 158/469 [00:04<00:08, 36.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▍      | 159/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▍      | 159/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▍      | 160/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▍      | 160/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▍      | 161/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  34%|███▍      | 161/469 [00:04<00:08, 36.20it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▍      | 162/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▍      | 162/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▍      | 163/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▍      | 163/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▍      | 164/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▍      | 164/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▌      | 165/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▌      | 165/469 [00:04<00:08, 36.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▌      | 166/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  35%|███▌      | 166/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 167/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 167/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 168/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 168/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 169/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 169/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 170/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▌      | 170/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▋      | 171/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  36%|███▋      | 171/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 172/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 172/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 173/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 173/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 174/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 174/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 175/469 [00:04<00:08, 36.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  37%|███▋      | 175/469 [00:04<00:08, 36.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 176/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 176/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 177/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 177/469 [00:04<00:07, 36.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 178/469 [00:04<00:07, 36.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 178/469 [00:04<00:07, 36.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 179/469 [00:04<00:07, 36.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 179/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 180/469 [00:04<00:07, 36.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  38%|███▊      | 180/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▊      | 181/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▊      | 181/469 [00:04<00:07, 36.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 182/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 182/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 183/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 183/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 184/469 [00:04<00:07, 36.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 184/469 [00:04<00:07, 36.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 185/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  39%|███▉      | 185/469 [00:05<00:07, 36.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|███▉      | 186/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|███▉      | 186/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|███▉      | 187/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|███▉      | 187/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|████      | 188/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|████      | 188/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|████      | 189/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  40%|████      | 189/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 190/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 190/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 191/469 [00:05<00:07, 37.06it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 191/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 192/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 192/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 193/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████      | 193/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████▏     | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  41%|████▏     | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 195/469 [00:05<00:07, 37.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 195/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 197/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 197/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 198/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 198/469 [00:05<00:07, 37.20it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 199/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  42%|████▏     | 199/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 200/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 200/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 201/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 201/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 202/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 202/469 [00:05<00:07, 37.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 203/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 203/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 204/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  43%|████▎     | 204/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▎     | 205/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▎     | 205/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▍     | 206/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▍     | 206/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▍     | 207/469 [00:05<00:07, 37.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▍     | 207/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▍     | 208/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  44%|████▍     | 208/469 [00:05<00:06, 37.38it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▍     | 209/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▍     | 209/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▍     | 210/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▍     | 210/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▍     | 211/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▍     | 211/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▌     | 212/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▌     | 212/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▌     | 213/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  45%|████▌     | 213/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▌     | 214/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.898, f1/train=0.898, precision/train=0.898, recall/train=0.898, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▌     | 214/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▌     | 215/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▌     | 215/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▌     | 216/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▌     | 216/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▋     | 217/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▋     | 217/469 [00:05<00:06, 37.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▋     | 218/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  46%|████▋     | 218/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 219/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 219/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 220/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 220/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 221/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 221/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 222/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  47%|████▋     | 222/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 223/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 223/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 224/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 224/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 225/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 225/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 226/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 226/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 227/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  48%|████▊     | 227/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▊     | 228/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▊     | 228/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 229/469 [00:06<00:06, 37.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 229/469 [00:06<00:06, 37.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 230/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 230/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 231/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 231/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 232/469 [00:06<00:06, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  49%|████▉     | 232/469 [00:06<00:06, 37.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|████▉     | 233/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|████▉     | 233/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|████▉     | 234/469 [00:06<00:06, 37.80it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|████▉     | 234/469 [00:06<00:06, 37.80it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|█████     | 235/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|█████     | 235/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|█████     | 236/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  50%|█████     | 236/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 237/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 237/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 238/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 240/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████     | 240/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████▏    | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  51%|█████▏    | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 245/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 246/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  52%|█████▏    | 246/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 247/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 247/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 249/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 249/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 250/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  53%|█████▎    | 250/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▎    | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▎    | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▎    | 252/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▎    | 252/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▍    | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▍    | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▍    | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▍    | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▍    | 255/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  54%|█████▍    | 255/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▍    | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▍    | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▍    | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▍    | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▌    | 258/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▌    | 258/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▌    | 259/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▌    | 259/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▌    | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  55%|█████▌    | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▌    | 261/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▌    | 261/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▌    | 262/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▌    | 262/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▌    | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▌    | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▋    | 264/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  56%|█████▋    | 264/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 265/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 265/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 266/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 266/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 267/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 267/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 268/469 [00:07<00:05, 38.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 268/469 [00:07<00:05, 38.24it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 269/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  57%|█████▋    | 269/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 270/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 270/469 [00:07<00:05, 38.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 271/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 271/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 272/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 272/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 273/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 273/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 274/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  58%|█████▊    | 274/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▊    | 275/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▊    | 275/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 276/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 276/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 277/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 277/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 278/469 [00:07<00:04, 38.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 278/469 [00:07<00:04, 38.35it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 279/469 [00:07<00:04, 38.36it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  59%|█████▉    | 279/469 [00:07<00:04, 38.36it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|█████▉    | 280/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|█████▉    | 280/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|█████▉    | 281/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|█████▉    | 281/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|██████    | 282/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|██████    | 282/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|██████    | 283/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  60%|██████    | 283/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 284/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 284/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 285/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 285/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 286/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 286/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 287/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████    | 287/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████▏   | 288/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  61%|██████▏   | 288/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 289/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 289/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 290/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 290/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 291/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 291/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 292/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 292/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 293/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  62%|██████▏   | 293/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 294/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 294/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 295/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 295/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 296/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 296/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 297/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  63%|██████▎   | 297/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▎   | 298/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▎   | 298/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 299/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 299/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 300/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 300/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 301/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 301/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 302/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  64%|██████▍   | 302/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▍   | 303/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▍   | 303/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▍   | 304/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▍   | 304/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▌   | 305/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▌   | 305/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▌   | 306/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▌   | 306/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▌   | 307/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  65%|██████▌   | 307/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▌   | 308/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▌   | 308/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▌   | 309/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▌   | 309/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▌   | 310/469 [00:08<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▌   | 310/469 [00:08<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▋   | 311/469 [00:08<00:04, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  66%|██████▋   | 311/469 [00:08<00:04, 38.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 312/469 [00:08<00:04, 38.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 312/469 [00:08<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 313/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 313/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 314/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 314/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 315/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 315/469 [00:08<00:03, 38.70it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 316/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  67%|██████▋   | 316/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 317/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 317/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 318/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 318/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 319/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 319/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 320/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 320/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 321/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  68%|██████▊   | 321/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▊   | 322/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▊   | 322/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▉   | 323/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▉   | 323/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▉   | 324/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▉   | 324/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▉   | 325/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  69%|██████▉   | 325/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|██████▉   | 326/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|██████▉   | 326/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|██████▉   | 327/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|██████▉   | 327/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|██████▉   | 328/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|██████▉   | 328/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|███████   | 329/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|███████   | 329/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|███████   | 330/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  70%|███████   | 330/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 331/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 331/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 332/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 332/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 333/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 333/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 334/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████   | 334/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████▏  | 335/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  71%|███████▏  | 335/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 336/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 336/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 337/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 337/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 338/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 338/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 339/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 339/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 340/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  72%|███████▏  | 340/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 341/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 341/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 342/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 342/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 343/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 343/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 344/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  73%|███████▎  | 344/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▎  | 345/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▎  | 345/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 347/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 347/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 349/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  74%|███████▍  | 349/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▍  | 350/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▍  | 350/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▍  | 351/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▍  | 351/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▌  | 352/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▌  | 352/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▌  | 353/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▌  | 353/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▌  | 354/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  75%|███████▌  | 354/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▌  | 355/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▌  | 355/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▌  | 356/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▌  | 356/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▌  | 357/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▌  | 357/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▋  | 358/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  76%|███████▋  | 358/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 359/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 359/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 360/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 360/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 361/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 361/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 362/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 362/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 363/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  77%|███████▋  | 363/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 364/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 364/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 365/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 365/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 366/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 366/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 367/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 367/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 368/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  78%|███████▊  | 368/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▊  | 369/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▊  | 369/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▉  | 370/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▉  | 370/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▉  | 371/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▉  | 371/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▉  | 372/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  79%|███████▉  | 372/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|███████▉  | 373/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|███████▉  | 373/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|███████▉  | 374/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|███████▉  | 374/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|███████▉  | 375/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|███████▉  | 375/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|████████  | 376/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|████████  | 376/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|████████  | 377/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  80%|████████  | 377/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 378/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 378/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 379/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 379/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 380/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 380/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 381/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████  | 381/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████▏ | 382/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  81%|████████▏ | 382/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 383/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 383/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 384/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 384/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 385/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 385/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 386/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  82%|████████▏ | 386/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 387/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 387/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 388/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 388/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 389/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 389/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 390/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 390/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 391/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  83%|████████▎ | 391/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▎ | 392/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▎ | 392/469 [00:09<00:01, 39.33it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 393/469 [00:09<00:01, 39.34it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 393/469 [00:09<00:01, 39.34it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 394/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 394/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 395/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 395/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 396/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  84%|████████▍ | 396/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▍ | 397/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▍ | 397/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▍ | 398/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▍ | 398/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▌ | 399/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▌ | 399/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▌ | 400/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  85%|████████▌ | 400/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 401/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 401/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 402/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 402/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 403/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 403/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 404/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▌ | 404/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▋ | 405/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  86%|████████▋ | 405/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 406/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 406/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 407/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 407/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 408/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 408/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 409/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 409/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 410/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  87%|████████▋ | 410/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 411/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 411/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 412/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 412/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 413/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 413/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 414/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 414/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 415/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  88%|████████▊ | 415/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▊ | 416/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▊ | 416/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▉ | 417/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▉ | 417/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▉ | 418/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▉ | 418/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▉ | 419/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  89%|████████▉ | 419/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|████████▉ | 420/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|████████▉ | 420/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|████████▉ | 421/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|████████▉ | 421/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|████████▉ | 422/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|████████▉ | 422/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|█████████ | 423/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|█████████ | 423/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|█████████ | 424/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  90%|█████████ | 424/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████ | 425/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████ | 425/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████ | 426/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████ | 426/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████ | 427/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████ | 427/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████▏| 428/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████▏| 428/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████▏| 429/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  91%|█████████▏| 429/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 430/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 430/469 [00:10<00:00, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 431/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 431/469 [00:10<00:00, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 432/469 [00:10<00:00, 39.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 432/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 433/469 [00:10<00:00, 39.60it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  92%|█████████▏| 433/469 [00:10<00:00, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 434/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 434/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 435/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 435/469 [00:10<00:00, 39.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 436/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 436/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 437/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 437/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 438/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  93%|█████████▎| 438/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▎| 439/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▎| 439/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 440/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 440/469 [00:11<00:00, 39.64it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 441/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 441/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 442/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 442/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 443/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  94%|█████████▍| 443/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▍| 444/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▍| 444/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▍| 445/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▍| 445/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▌| 446/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▌| 446/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▌| 447/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  95%|█████████▌| 447/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 448/469 [00:11<00:00, 39.69it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 448/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 449/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 449/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 450/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 450/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 451/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▌| 451/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▋| 452/469 [00:11<00:00, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  96%|█████████▋| 452/469 [00:11<00:00, 39.77it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 453/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 453/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 454/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 454/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 455/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 455/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 456/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 456/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 457/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  97%|█████████▋| 457/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 458/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 458/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 459/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 459/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 460/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 460/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 461/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  98%|█████████▊| 461/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▊| 462/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▊| 462/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▊| 463/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▊| 463/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▉| 464/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▉| 464/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▉| 465/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▉| 465/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▉| 466/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1:  99%|█████████▉| 466/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 467/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 467/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 468/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|█████████▉| 468/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|██████████| 469/469 [00:11<00:00, 40.29it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]
Epoch 1: 100%|██████████| 469/469 [00:11<00:00, 40.29it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.937, f1/val=0.937, precision/val=0.937, recall/val=0.937]

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Epoch 1: 100%|██████████| 469/469 [00:13<00:00, 35.74it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 1: 100%|██████████| 469/469 [00:13<00:00, 35.74it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 1:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   0%|          | 1/469 [00:00<04:57,  1.57it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   0%|          | 1/469 [00:00<04:57,  1.57it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   0%|          | 2/469 [00:00<02:34,  3.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   0%|          | 2/469 [00:00<02:34,  3.03it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|          | 3/469 [00:00<01:46,  4.40it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|          | 3/469 [00:00<01:46,  4.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|          | 4/469 [00:00<01:22,  5.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|          | 4/469 [00:00<01:22,  5.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|          | 5/469 [00:00<01:08,  6.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|          | 5/469 [00:00<01:08,  6.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|▏         | 6/469 [00:00<00:58,  7.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|▏         | 6/469 [00:00<00:58,  7.90it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|▏         | 7/469 [00:00<00:51,  8.95it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   1%|▏         | 7/469 [00:00<00:51,  8.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 8/469 [00:00<00:46,  9.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 8/469 [00:00<00:46,  9.96it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 9/469 [00:00<00:42, 10.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 9/469 [00:00<00:42, 10.88it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 10/469 [00:00<00:39, 11.73it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 10/469 [00:00<00:39, 11.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 11/469 [00:00<00:36, 12.55it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   2%|▏         | 11/469 [00:00<00:36, 12.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 12/469 [00:00<00:34, 13.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 12/469 [00:00<00:34, 13.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 13/469 [00:00<00:32, 14.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 13/469 [00:00<00:32, 14.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 14/469 [00:00<00:30, 14.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 14/469 [00:00<00:30, 14.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 15/469 [00:00<00:29, 15.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 15/469 [00:00<00:29, 15.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 16/469 [00:00<00:28, 16.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   3%|▎         | 16/469 [00:00<00:28, 16.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▎         | 17/469 [00:01<00:27, 16.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▎         | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 18/469 [00:01<00:26, 17.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 18/469 [00:01<00:26, 17.21it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 19/469 [00:01<00:25, 17.78it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 19/469 [00:01<00:25, 17.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 20/469 [00:01<00:24, 18.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 20/469 [00:01<00:24, 18.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 21/469 [00:01<00:23, 18.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   4%|▍         | 21/469 [00:01<00:23, 18.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▍         | 22/469 [00:01<00:23, 19.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▍         | 22/469 [00:01<00:23, 19.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▍         | 23/469 [00:01<00:22, 19.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▍         | 23/469 [00:01<00:22, 19.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▌         | 24/469 [00:01<00:22, 20.17it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▌         | 24/469 [00:01<00:22, 20.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▌         | 25/469 [00:01<00:21, 20.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   5%|▌         | 25/469 [00:01<00:21, 20.58it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 26/469 [00:01<00:21, 21.00it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 26/469 [00:01<00:21, 20.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 27/469 [00:01<00:20, 21.39it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 27/469 [00:01<00:20, 21.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 28/469 [00:01<00:20, 21.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 28/469 [00:01<00:20, 21.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 29/469 [00:01<00:19, 22.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▌         | 29/469 [00:01<00:19, 22.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▋         | 30/469 [00:01<00:19, 22.49it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   6%|▋         | 30/469 [00:01<00:19, 22.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 31/469 [00:01<00:19, 22.83it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 31/469 [00:01<00:19, 22.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 32/469 [00:01<00:18, 23.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 32/469 [00:01<00:18, 23.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 33/469 [00:01<00:18, 23.47it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 33/469 [00:01<00:18, 23.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 34/469 [00:01<00:18, 23.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 34/469 [00:01<00:18, 23.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 35/469 [00:01<00:18, 24.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   7%|▋         | 35/469 [00:01<00:18, 24.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 36/469 [00:01<00:17, 24.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 36/469 [00:01<00:17, 24.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 37/469 [00:01<00:17, 24.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 37/469 [00:01<00:17, 24.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 38/469 [00:01<00:17, 24.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 38/469 [00:01<00:17, 24.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 39/469 [00:01<00:17, 25.16it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   8%|▊         | 39/469 [00:01<00:17, 25.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▊         | 40/469 [00:01<00:16, 25.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▊         | 40/469 [00:01<00:16, 25.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▊         | 41/469 [00:01<00:16, 25.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▊         | 41/469 [00:01<00:16, 25.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▉         | 42/469 [00:01<00:16, 25.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▉         | 42/469 [00:01<00:16, 25.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▉         | 43/469 [00:01<00:16, 26.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▉         | 43/469 [00:01<00:16, 26.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▉         | 44/469 [00:01<00:16, 26.32it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:   9%|▉         | 44/469 [00:01<00:16, 26.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|▉         | 45/469 [00:01<00:15, 26.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|▉         | 45/469 [00:01<00:15, 26.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|▉         | 46/469 [00:01<00:15, 26.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|▉         | 46/469 [00:01<00:15, 26.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|█         | 47/469 [00:01<00:15, 26.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|█         | 47/469 [00:01<00:15, 26.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|█         | 48/469 [00:01<00:15, 27.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|█         | 48/469 [00:01<00:15, 27.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|█         | 49/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  10%|█         | 49/469 [00:01<00:15, 27.32it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█         | 50/469 [00:01<00:15, 27.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█         | 50/469 [00:01<00:15, 27.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█         | 51/469 [00:01<00:15, 27.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█         | 51/469 [00:01<00:15, 27.70it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█         | 52/469 [00:01<00:14, 27.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█         | 52/469 [00:01<00:14, 27.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█▏        | 53/469 [00:01<00:14, 28.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  11%|█▏        | 53/469 [00:01<00:14, 28.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 54/469 [00:01<00:14, 28.23it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 54/469 [00:01<00:14, 28.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 55/469 [00:01<00:14, 28.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 55/469 [00:01<00:14, 28.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 56/469 [00:01<00:14, 28.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 56/469 [00:01<00:14, 28.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 57/469 [00:01<00:14, 28.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 57/469 [00:01<00:14, 28.70it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 58/469 [00:02<00:14, 28.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  12%|█▏        | 58/469 [00:02<00:14, 28.86it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 59/469 [00:02<00:14, 29.02it/s, v_num=8, acc1/train=0.906, f1/train=0.906, precision/train=0.906, recall/train=0.906, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 59/469 [00:02<00:14, 29.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 60/469 [00:02<00:14, 29.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 60/469 [00:02<00:14, 29.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 61/469 [00:02<00:13, 29.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 61/469 [00:02<00:13, 29.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 62/469 [00:02<00:13, 29.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 62/469 [00:02<00:13, 29.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 63/469 [00:02<00:13, 29.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  13%|█▎        | 63/469 [00:02<00:13, 29.59it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▎        | 64/469 [00:02<00:13, 29.74it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▎        | 64/469 [00:02<00:13, 29.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 65/469 [00:02<00:13, 29.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 65/469 [00:02<00:13, 29.86it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 66/469 [00:02<00:13, 30.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 66/469 [00:02<00:13, 30.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 67/469 [00:02<00:13, 30.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 67/469 [00:02<00:13, 30.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 68/469 [00:02<00:13, 30.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  14%|█▍        | 68/469 [00:02<00:13, 30.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▍        | 69/469 [00:02<00:13, 30.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▍        | 69/469 [00:02<00:13, 30.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▍        | 70/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▍        | 70/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▌        | 71/469 [00:02<00:12, 30.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▌        | 71/469 [00:02<00:12, 30.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▌        | 72/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  15%|█▌        | 72/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 73/469 [00:02<00:12, 30.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 73/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 74/469 [00:02<00:12, 30.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 74/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 75/469 [00:02<00:12, 31.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 75/469 [00:02<00:12, 31.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 76/469 [00:02<00:12, 31.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▌        | 76/469 [00:02<00:12, 31.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▋        | 77/469 [00:02<00:12, 31.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  16%|█▋        | 77/469 [00:02<00:12, 31.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 78/469 [00:02<00:12, 31.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 78/469 [00:02<00:12, 31.40it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 79/469 [00:02<00:12, 31.51it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 79/469 [00:02<00:12, 31.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 80/469 [00:02<00:12, 31.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 80/469 [00:02<00:12, 31.60it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 81/469 [00:02<00:12, 31.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 81/469 [00:02<00:12, 31.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 82/469 [00:02<00:12, 31.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  17%|█▋        | 82/469 [00:02<00:12, 31.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 83/469 [00:02<00:12, 31.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 83/469 [00:02<00:12, 31.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 84/469 [00:02<00:12, 32.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 84/469 [00:02<00:12, 31.99it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 85/469 [00:02<00:11, 32.09it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 85/469 [00:02<00:11, 32.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 86/469 [00:02<00:11, 32.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  18%|█▊        | 86/469 [00:02<00:11, 32.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▊        | 87/469 [00:02<00:11, 32.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▊        | 87/469 [00:02<00:11, 32.27it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 88/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 88/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 89/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 89/469 [00:02<00:11, 32.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 90/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 90/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 91/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  19%|█▉        | 91/469 [00:02<00:11, 32.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|█▉        | 92/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|█▉        | 92/469 [00:02<00:11, 32.69it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|█▉        | 93/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|█▉        | 93/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|██        | 94/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|██        | 94/469 [00:02<00:11, 32.85it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|██        | 95/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|██        | 95/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|██        | 96/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  20%|██        | 96/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██        | 97/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██        | 97/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██        | 98/469 [00:02<00:11, 33.16it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██        | 98/469 [00:02<00:11, 33.16it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██        | 99/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██        | 99/469 [00:02<00:11, 33.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██▏       | 100/469 [00:03<00:11, 33.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  21%|██▏       | 100/469 [00:03<00:11, 33.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 101/469 [00:03<00:11, 33.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 101/469 [00:03<00:11, 33.36it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 102/469 [00:03<00:10, 33.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 102/469 [00:03<00:10, 33.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 103/469 [00:03<00:10, 33.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 103/469 [00:03<00:10, 33.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 104/469 [00:03<00:10, 33.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 104/469 [00:03<00:10, 33.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 105/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  22%|██▏       | 105/469 [00:03<00:10, 33.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 106/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 106/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 107/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 107/469 [00:03<00:10, 33.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 108/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 108/469 [00:03<00:10, 33.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 109/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 109/469 [00:03<00:10, 33.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 110/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  23%|██▎       | 110/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▎       | 111/469 [00:03<00:10, 34.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▎       | 111/469 [00:03<00:10, 34.01it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▍       | 112/469 [00:03<00:10, 34.07it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▍       | 112/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▍       | 113/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▍       | 113/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▍       | 114/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  24%|██▍       | 114/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▍       | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▍       | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▍       | 116/469 [00:03<00:10, 34.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▍       | 116/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▍       | 117/469 [00:03<00:10, 34.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▍       | 117/469 [00:03<00:10, 34.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▌       | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▌       | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▌       | 119/469 [00:03<00:10, 34.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  25%|██▌       | 119/469 [00:03<00:10, 34.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 120/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 120/469 [00:03<00:10, 34.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 121/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 121/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 122/469 [00:03<00:10, 34.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 122/469 [00:03<00:10, 34.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 123/469 [00:03<00:09, 34.71it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▌       | 123/469 [00:03<00:09, 34.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▋       | 124/469 [00:03<00:09, 34.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  26%|██▋       | 124/469 [00:03<00:09, 34.78it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 125/469 [00:03<00:09, 34.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 125/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 126/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 126/469 [00:03<00:09, 34.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 127/469 [00:03<00:09, 34.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 127/469 [00:03<00:09, 34.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 128/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  27%|██▋       | 128/469 [00:03<00:09, 34.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 130/469 [00:03<00:09, 35.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 131/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 131/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 132/469 [00:03<00:09, 35.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 132/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 133/469 [00:03<00:09, 35.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  28%|██▊       | 133/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▊       | 134/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▊       | 134/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 135/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 135/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 136/469 [00:03<00:09, 35.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 136/469 [00:03<00:09, 35.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 137/469 [00:03<00:09, 35.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 137/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 138/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  29%|██▉       | 138/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|██▉       | 139/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|██▉       | 139/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|██▉       | 140/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|██▉       | 140/469 [00:03<00:09, 35.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|███       | 141/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|███       | 141/469 [00:03<00:09, 35.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|███       | 142/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|███       | 142/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|███       | 143/469 [00:04<00:09, 35.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  30%|███       | 143/469 [00:04<00:09, 35.58it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███       | 144/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███       | 144/469 [00:04<00:09, 35.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███       | 145/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███       | 145/469 [00:04<00:09, 35.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███       | 146/469 [00:04<00:09, 35.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███       | 146/469 [00:04<00:09, 35.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███▏      | 147/469 [00:04<00:09, 35.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  31%|███▏      | 147/469 [00:04<00:09, 35.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 148/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 148/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 149/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 149/469 [00:04<00:08, 35.83it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 150/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 150/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 151/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 151/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 152/469 [00:04<00:08, 35.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  32%|███▏      | 152/469 [00:04<00:08, 35.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 153/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 153/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 154/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 154/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 155/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 155/469 [00:04<00:08, 36.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 156/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 156/469 [00:04<00:08, 36.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 157/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  33%|███▎      | 157/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▎      | 158/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▎      | 158/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▍      | 159/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▍      | 159/469 [00:04<00:08, 36.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▍      | 160/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▍      | 160/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▍      | 161/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  34%|███▍      | 161/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▍      | 162/469 [00:04<00:08, 36.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▍      | 162/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▍      | 163/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▍      | 163/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▍      | 164/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▍      | 164/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▌      | 165/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▌      | 165/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▌      | 166/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  35%|███▌      | 166/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 167/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 167/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 168/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 168/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 169/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 169/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 170/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▌      | 170/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▋      | 171/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  36%|███▋      | 171/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 172/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 172/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 173/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 173/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 174/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 174/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 175/469 [00:04<00:08, 36.70it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  37%|███▋      | 175/469 [00:04<00:08, 36.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 176/469 [00:04<00:07, 36.71it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 176/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 177/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 177/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 178/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 178/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 179/469 [00:04<00:07, 36.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 179/469 [00:04<00:07, 36.81it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 180/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  38%|███▊      | 180/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▊      | 181/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▊      | 181/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 182/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 182/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 183/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 183/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 184/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 184/469 [00:04<00:07, 36.90it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 185/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  39%|███▉      | 185/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|███▉      | 186/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|███▉      | 186/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|███▉      | 187/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|███▉      | 187/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|████      | 188/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|████      | 188/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|████      | 189/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  40%|████      | 189/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 190/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 190/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 191/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 191/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 192/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 192/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 193/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████      | 193/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████▏     | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  41%|████▏     | 194/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 195/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 195/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 196/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 197/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 197/469 [00:05<00:07, 37.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 198/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 198/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 199/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  42%|████▏     | 199/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 200/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 200/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 201/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 201/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 202/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 202/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 203/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 203/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 204/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  43%|████▎     | 204/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▎     | 205/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▎     | 205/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▍     | 206/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▍     | 206/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▍     | 207/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▍     | 207/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▍     | 208/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  44%|████▍     | 208/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▍     | 209/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▍     | 209/469 [00:05<00:06, 37.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▍     | 210/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▍     | 210/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▍     | 211/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▍     | 211/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▌     | 212/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▌     | 212/469 [00:05<00:06, 37.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▌     | 213/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  45%|████▌     | 213/469 [00:05<00:06, 37.50it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▌     | 214/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▌     | 214/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▌     | 215/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▌     | 215/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▌     | 216/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▌     | 216/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▋     | 217/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▋     | 217/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▋     | 218/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  46%|████▋     | 218/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 219/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 219/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 220/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 220/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 221/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 221/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 222/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  47%|████▋     | 222/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 223/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 223/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 224/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 224/469 [00:05<00:06, 37.69it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 225/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 225/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 226/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 226/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 227/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  48%|████▊     | 227/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▊     | 228/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▊     | 228/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 229/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 229/469 [00:06<00:06, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 230/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 230/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 231/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 231/469 [00:06<00:06, 37.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 232/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  49%|████▉     | 232/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|████▉     | 233/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|████▉     | 233/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|████▉     | 234/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|████▉     | 234/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|█████     | 235/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|█████     | 235/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|█████     | 236/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  50%|█████     | 236/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 237/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 237/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 238/469 [00:06<00:06, 37.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 238/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 239/469 [00:06<00:06, 37.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 239/469 [00:06<00:06, 37.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 240/469 [00:06<00:06, 37.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████     | 240/469 [00:06<00:06, 37.93it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████▏    | 241/469 [00:06<00:06, 37.95it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  51%|█████▏    | 241/469 [00:06<00:06, 37.95it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 242/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 242/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 243/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 243/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 244/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 244/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 245/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 245/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 246/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  52%|█████▏    | 246/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 247/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 247/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 248/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 248/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 249/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 249/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 250/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  53%|█████▎    | 250/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▎    | 251/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▎    | 251/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▎    | 252/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▎    | 252/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▍    | 253/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▍    | 253/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▍    | 254/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▍    | 254/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▍    | 255/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  54%|█████▍    | 255/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▍    | 256/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▍    | 256/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▍    | 257/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▍    | 257/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▌    | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▌    | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▌    | 259/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▌    | 259/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▌    | 260/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  55%|█████▌    | 260/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▌    | 261/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▌    | 261/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▌    | 262/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▌    | 262/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▌    | 263/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▌    | 263/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▋    | 264/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  56%|█████▋    | 264/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 265/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 265/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 266/469 [00:06<00:05, 38.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 266/469 [00:06<00:05, 38.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 267/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 267/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 268/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 268/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 269/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  57%|█████▋    | 269/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 270/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 270/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 271/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 271/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 272/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 272/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 273/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 273/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 274/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  58%|█████▊    | 274/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▊    | 275/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▊    | 275/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 276/469 [00:07<00:05, 38.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 276/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 277/469 [00:07<00:05, 38.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 277/469 [00:07<00:05, 38.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 278/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 278/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 279/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  59%|█████▉    | 279/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|█████▉    | 280/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|█████▉    | 280/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|█████▉    | 281/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|█████▉    | 281/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|██████    | 282/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|██████    | 282/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|██████    | 283/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  60%|██████    | 283/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 284/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.914, f1/train=0.914, precision/train=0.914, recall/train=0.914, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 284/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 285/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 285/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 286/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 286/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 287/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████    | 287/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████▏   | 288/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  61%|██████▏   | 288/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 289/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 289/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 290/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 290/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 291/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 291/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 292/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 292/469 [00:07<00:04, 38.54it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 293/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  62%|██████▏   | 293/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 294/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 294/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 295/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 295/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 296/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 296/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 297/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  63%|██████▎   | 297/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▎   | 298/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▎   | 298/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 299/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 299/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 300/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 300/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 301/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 301/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 302/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  64%|██████▍   | 302/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▍   | 303/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▍   | 303/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▍   | 304/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▍   | 304/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▌   | 305/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▌   | 305/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▌   | 306/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▌   | 306/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▌   | 307/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  65%|██████▌   | 307/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▌   | 308/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▌   | 308/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▌   | 309/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▌   | 309/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▌   | 310/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▌   | 310/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▋   | 311/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  66%|██████▋   | 311/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 312/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 312/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 313/469 [00:08<00:04, 38.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 313/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 314/469 [00:08<00:04, 38.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 314/469 [00:08<00:04, 38.74it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 315/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 315/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 316/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  67%|██████▋   | 316/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 317/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 317/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 318/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 318/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 319/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 319/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 320/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 320/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 321/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  68%|██████▊   | 321/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▊   | 322/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▊   | 322/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▉   | 323/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▉   | 323/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▉   | 324/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▉   | 324/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▉   | 325/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  69%|██████▉   | 325/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|██████▉   | 326/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|██████▉   | 326/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|██████▉   | 327/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|██████▉   | 327/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|██████▉   | 328/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|██████▉   | 328/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|███████   | 329/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|███████   | 329/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|███████   | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  70%|███████   | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 331/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 331/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 332/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 332/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 333/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 333/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 334/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████   | 334/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████▏  | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  71%|███████▏  | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 336/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 336/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 337/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 337/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 340/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  72%|███████▏  | 340/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 341/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 341/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 343/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 343/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  73%|███████▎  | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▎  | 345/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▎  | 345/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 348/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 349/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  74%|███████▍  | 349/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▍  | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▍  | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▍  | 351/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▍  | 351/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▌  | 352/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▌  | 352/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▌  | 353/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▌  | 353/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▌  | 354/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  75%|███████▌  | 354/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▌  | 355/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▌  | 355/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▌  | 356/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▌  | 356/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▌  | 357/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▌  | 357/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▋  | 358/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  76%|███████▋  | 358/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 359/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 359/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 360/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 360/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 361/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 361/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 362/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 362/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 363/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  77%|███████▋  | 363/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 364/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 364/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 365/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 365/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 366/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 366/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 367/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 367/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 368/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  78%|███████▊  | 368/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▊  | 369/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▊  | 369/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▉  | 370/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▉  | 370/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▉  | 371/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▉  | 371/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▉  | 372/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  79%|███████▉  | 372/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|███████▉  | 373/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|███████▉  | 373/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|███████▉  | 374/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|███████▉  | 374/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|███████▉  | 375/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|███████▉  | 375/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|████████  | 376/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|████████  | 376/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|████████  | 377/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  80%|████████  | 377/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 378/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 378/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 379/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 379/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 380/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 380/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 381/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████  | 381/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████▏ | 382/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  81%|████████▏ | 382/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 384/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 384/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 385/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 385/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 386/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  82%|████████▏ | 386/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 387/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 387/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 388/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 388/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 390/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 390/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▎ | 392/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▎ | 392/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 393/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 393/469 [00:10<00:01, 39.28it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 394/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 394/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 395/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 395/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 396/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  84%|████████▍ | 396/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▍ | 397/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▍ | 397/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▍ | 398/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▍ | 398/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▌ | 399/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▌ | 399/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▌ | 400/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  85%|████████▌ | 400/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 401/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 401/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 402/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 402/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 403/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 403/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 404/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▌ | 404/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▋ | 405/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  86%|████████▋ | 405/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 406/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 406/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 407/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 407/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 408/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 408/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 409/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 409/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 410/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  87%|████████▋ | 410/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 411/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 411/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 412/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 412/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 413/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 413/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 414/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 414/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 415/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  88%|████████▊ | 415/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▊ | 416/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▊ | 416/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▉ | 417/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▉ | 417/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▉ | 418/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▉ | 418/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▉ | 419/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  89%|████████▉ | 419/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|████████▉ | 420/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|████████▉ | 420/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|████████▉ | 422/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|████████▉ | 422/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|█████████ | 423/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|█████████ | 423/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|█████████ | 424/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  90%|█████████ | 424/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████ | 425/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████ | 425/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████ | 426/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████ | 426/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████ | 427/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████ | 427/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████▏| 428/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████▏| 428/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████▏| 429/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  91%|█████████▏| 429/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 430/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 430/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 431/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 431/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 432/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 432/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 434/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 434/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 436/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 436/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 437/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 437/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 438/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  93%|█████████▎| 438/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▎| 439/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▎| 439/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 440/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 440/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 441/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 441/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 442/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 442/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 443/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  94%|█████████▍| 443/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▍| 444/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▍| 444/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▍| 445/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▍| 445/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▌| 446/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▌| 446/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▌| 447/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  95%|█████████▌| 447/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 448/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 448/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 449/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 449/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 450/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 450/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 451/469 [00:11<00:00, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▌| 451/469 [00:11<00:00, 39.51it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▋| 452/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  96%|█████████▋| 452/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 453/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 453/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 454/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 454/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 455/469 [00:11<00:00, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 455/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 456/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 456/469 [00:11<00:00, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 457/469 [00:11<00:00, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  97%|█████████▋| 457/469 [00:11<00:00, 39.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 458/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 458/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 459/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 459/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 460/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 460/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 461/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  98%|█████████▊| 461/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▊| 462/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▊| 462/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▊| 463/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▊| 463/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▉| 464/469 [00:11<00:00, 39.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▉| 464/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▉| 465/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▉| 465/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▉| 466/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2:  99%|█████████▉| 466/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 467/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 467/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 468/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|█████████▉| 468/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|██████████| 469/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]
Epoch 2: 100%|██████████| 469/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.966, f1/val=0.966, precision/val=0.966, recall/val=0.966]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation: |          | 0/? [00:00<?, ?it/s]

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Epoch 2: 100%|██████████| 469/469 [00:13<00:00, 35.57it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 2: 100%|██████████| 469/469 [00:13<00:00, 35.57it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 2:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   0%|          | 1/469 [00:00<04:48,  1.62it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   0%|          | 1/469 [00:00<04:49,  1.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   0%|          | 2/469 [00:00<02:28,  3.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   0%|          | 2/469 [00:00<02:28,  3.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|          | 3/469 [00:00<01:42,  4.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|          | 3/469 [00:00<01:42,  4.53it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|          | 4/469 [00:00<01:19,  5.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|          | 4/469 [00:00<01:19,  5.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|          | 5/469 [00:00<01:05,  7.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|          | 5/469 [00:00<01:06,  7.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|▏         | 6/469 [00:00<00:56,  8.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|▏         | 6/469 [00:00<00:56,  8.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|▏         | 7/469 [00:00<00:50,  9.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   1%|▏         | 7/469 [00:00<00:50,  9.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 8/469 [00:00<00:44, 10.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 8/469 [00:00<00:45, 10.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 9/469 [00:00<00:41, 11.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 9/469 [00:00<00:41, 11.18it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 10/469 [00:00<00:37, 12.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 10/469 [00:00<00:37, 12.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 11/469 [00:00<00:35, 12.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   2%|▏         | 11/469 [00:00<00:35, 12.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 12/469 [00:00<00:33, 13.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 12/469 [00:00<00:33, 13.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 13/469 [00:00<00:31, 14.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 13/469 [00:00<00:31, 14.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 14/469 [00:00<00:29, 15.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 14/469 [00:00<00:29, 15.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 15/469 [00:00<00:28, 15.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 15/469 [00:00<00:28, 15.95it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 16/469 [00:00<00:27, 16.57it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   3%|▎         | 16/469 [00:00<00:27, 16.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▎         | 17/469 [00:00<00:26, 17.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▎         | 17/469 [00:00<00:26, 17.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 18/469 [00:01<00:25, 17.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 18/469 [00:01<00:25, 17.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 19/469 [00:01<00:24, 18.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 19/469 [00:01<00:24, 18.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 20/469 [00:01<00:23, 18.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 20/469 [00:01<00:23, 18.98it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 21/469 [00:01<00:22, 19.54it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   4%|▍         | 21/469 [00:01<00:22, 19.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▍         | 22/469 [00:01<00:22, 20.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▍         | 22/469 [00:01<00:22, 19.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▍         | 23/469 [00:01<00:21, 20.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▍         | 23/469 [00:01<00:21, 20.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▌         | 24/469 [00:01<00:21, 20.94it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▌         | 24/469 [00:01<00:21, 20.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▌         | 25/469 [00:01<00:20, 21.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   5%|▌         | 25/469 [00:01<00:20, 21.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 26/469 [00:01<00:20, 21.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 26/469 [00:01<00:20, 21.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 27/469 [00:01<00:19, 22.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 27/469 [00:01<00:19, 22.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 28/469 [00:01<00:19, 22.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 28/469 [00:01<00:19, 22.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 29/469 [00:01<00:19, 23.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▌         | 29/469 [00:01<00:19, 22.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▋         | 30/469 [00:01<00:18, 23.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   6%|▋         | 30/469 [00:01<00:18, 23.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 31/469 [00:01<00:18, 23.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 31/469 [00:01<00:18, 23.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 32/469 [00:01<00:18, 23.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 32/469 [00:01<00:18, 23.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 33/469 [00:01<00:17, 24.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 33/469 [00:01<00:17, 24.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 34/469 [00:01<00:17, 24.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 34/469 [00:01<00:17, 24.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 35/469 [00:01<00:17, 24.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   7%|▋         | 35/469 [00:01<00:17, 24.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 36/469 [00:01<00:17, 25.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 36/469 [00:01<00:17, 25.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 37/469 [00:01<00:16, 25.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 37/469 [00:01<00:16, 25.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 38/469 [00:01<00:16, 25.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 38/469 [00:01<00:16, 25.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 39/469 [00:01<00:16, 26.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   8%|▊         | 39/469 [00:01<00:16, 26.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▊         | 40/469 [00:01<00:16, 26.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▊         | 40/469 [00:01<00:16, 26.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▊         | 41/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▊         | 41/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▉         | 42/469 [00:01<00:15, 26.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▉         | 42/469 [00:01<00:15, 26.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▉         | 43/469 [00:01<00:15, 27.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▉         | 43/469 [00:01<00:15, 27.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▉         | 44/469 [00:01<00:15, 27.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:   9%|▉         | 44/469 [00:01<00:15, 27.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|▉         | 45/469 [00:01<00:15, 27.46it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|▉         | 45/469 [00:01<00:15, 27.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|▉         | 46/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|▉         | 46/469 [00:01<00:15, 27.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|█         | 47/469 [00:01<00:15, 27.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|█         | 47/469 [00:01<00:15, 27.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|█         | 48/469 [00:01<00:14, 28.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|█         | 48/469 [00:01<00:15, 28.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|█         | 49/469 [00:01<00:14, 28.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  10%|█         | 49/469 [00:01<00:14, 28.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█         | 50/469 [00:01<00:14, 28.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█         | 50/469 [00:01<00:14, 28.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█         | 51/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█         | 51/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█         | 52/469 [00:01<00:14, 28.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█         | 52/469 [00:01<00:14, 28.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█▏        | 53/469 [00:01<00:14, 29.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  11%|█▏        | 53/469 [00:01<00:14, 29.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 54/469 [00:01<00:14, 29.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 54/469 [00:01<00:14, 29.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 55/469 [00:01<00:14, 29.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 55/469 [00:01<00:14, 29.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 56/469 [00:01<00:13, 29.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 56/469 [00:01<00:13, 29.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 57/469 [00:01<00:13, 29.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 57/469 [00:01<00:13, 29.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 58/469 [00:01<00:13, 29.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  12%|█▏        | 58/469 [00:01<00:13, 29.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 59/469 [00:01<00:13, 30.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 59/469 [00:01<00:13, 30.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 60/469 [00:01<00:13, 30.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 60/469 [00:01<00:13, 30.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 61/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 61/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 62/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 62/469 [00:02<00:13, 30.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 63/469 [00:02<00:13, 30.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  13%|█▎        | 63/469 [00:02<00:13, 30.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▎        | 64/469 [00:02<00:13, 30.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▎        | 64/469 [00:02<00:13, 30.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 65/469 [00:02<00:13, 30.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 65/469 [00:02<00:13, 30.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 66/469 [00:02<00:13, 30.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 66/469 [00:02<00:13, 30.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 67/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 67/469 [00:02<00:12, 31.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 68/469 [00:02<00:12, 31.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  14%|█▍        | 68/469 [00:02<00:12, 31.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▍        | 69/469 [00:02<00:12, 31.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▍        | 69/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▍        | 70/469 [00:02<00:12, 31.47it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▍        | 70/469 [00:02<00:12, 31.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▌        | 71/469 [00:02<00:12, 31.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▌        | 71/469 [00:02<00:12, 31.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▌        | 72/469 [00:02<00:12, 31.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  15%|█▌        | 72/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 73/469 [00:02<00:12, 31.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 73/469 [00:02<00:12, 31.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 74/469 [00:02<00:12, 31.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 74/469 [00:02<00:12, 31.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 75/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 75/469 [00:02<00:12, 32.03it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 76/469 [00:02<00:12, 32.12it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▌        | 76/469 [00:02<00:12, 32.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▋        | 77/469 [00:02<00:12, 32.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  16%|█▋        | 77/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 78/469 [00:02<00:12, 32.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 78/469 [00:02<00:12, 32.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 79/469 [00:02<00:12, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 79/469 [00:02<00:12, 32.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 80/469 [00:02<00:11, 32.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 80/469 [00:02<00:11, 32.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 81/469 [00:02<00:11, 32.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 81/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 82/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  17%|█▋        | 82/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 83/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 83/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 84/469 [00:02<00:11, 32.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 84/469 [00:02<00:11, 32.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 85/469 [00:02<00:11, 33.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 85/469 [00:02<00:11, 32.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 86/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  18%|█▊        | 86/469 [00:02<00:11, 33.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▊        | 87/469 [00:02<00:11, 33.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▊        | 87/469 [00:02<00:11, 33.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 88/469 [00:02<00:11, 33.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 88/469 [00:02<00:11, 33.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 89/469 [00:02<00:11, 33.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 89/469 [00:02<00:11, 33.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 90/469 [00:02<00:11, 33.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 90/469 [00:02<00:11, 33.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 91/469 [00:02<00:11, 33.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  19%|█▉        | 91/469 [00:02<00:11, 33.51it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|█▉        | 92/469 [00:02<00:11, 33.58it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|█▉        | 92/469 [00:02<00:11, 33.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|█▉        | 93/469 [00:02<00:11, 33.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|█▉        | 93/469 [00:02<00:11, 33.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|██        | 94/469 [00:02<00:11, 33.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|██        | 94/469 [00:02<00:11, 33.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|██        | 95/469 [00:02<00:11, 33.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|██        | 95/469 [00:02<00:11, 33.81it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|██        | 96/469 [00:02<00:11, 33.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  20%|██        | 96/469 [00:02<00:11, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██        | 97/469 [00:02<00:10, 33.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██        | 97/469 [00:02<00:10, 33.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██        | 98/469 [00:02<00:10, 34.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██        | 98/469 [00:02<00:10, 34.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██        | 99/469 [00:02<00:10, 34.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██        | 99/469 [00:02<00:10, 34.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██▏       | 100/469 [00:02<00:10, 34.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  21%|██▏       | 100/469 [00:02<00:10, 34.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 101/469 [00:02<00:10, 34.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 101/469 [00:02<00:10, 34.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 102/469 [00:02<00:10, 34.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 102/469 [00:02<00:10, 34.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 103/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 103/469 [00:03<00:10, 34.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 104/469 [00:03<00:10, 34.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 104/469 [00:03<00:10, 34.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 105/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  22%|██▏       | 105/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 106/469 [00:03<00:10, 34.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 106/469 [00:03<00:10, 34.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 107/469 [00:03<00:10, 34.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 107/469 [00:03<00:10, 34.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 108/469 [00:03<00:10, 34.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 108/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 109/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 109/469 [00:03<00:10, 34.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 110/469 [00:03<00:10, 34.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  23%|██▎       | 110/469 [00:03<00:10, 34.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▎       | 111/469 [00:03<00:10, 34.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▎       | 111/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▍       | 112/469 [00:03<00:10, 34.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▍       | 112/469 [00:03<00:10, 34.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▍       | 113/469 [00:03<00:10, 34.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▍       | 113/469 [00:03<00:10, 34.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▍       | 114/469 [00:03<00:10, 34.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  24%|██▍       | 114/469 [00:03<00:10, 34.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▍       | 115/469 [00:03<00:10, 34.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▍       | 115/469 [00:03<00:10, 34.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▍       | 116/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▍       | 116/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▍       | 117/469 [00:03<00:10, 35.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▍       | 117/469 [00:03<00:10, 35.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▌       | 118/469 [00:03<00:09, 35.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▌       | 118/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▌       | 119/469 [00:03<00:09, 35.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  25%|██▌       | 119/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 120/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 120/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 121/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 121/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 122/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 122/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 123/469 [00:03<00:09, 35.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▌       | 123/469 [00:03<00:09, 35.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▋       | 124/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  26%|██▋       | 124/469 [00:03<00:09, 35.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 125/469 [00:03<00:09, 35.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 125/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 126/469 [00:03<00:09, 35.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 126/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 127/469 [00:03<00:09, 35.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 127/469 [00:03<00:09, 35.53it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 128/469 [00:03<00:09, 35.58it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  27%|██▋       | 128/469 [00:03<00:09, 35.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 129/469 [00:03<00:09, 35.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 129/469 [00:03<00:09, 35.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 130/469 [00:03<00:09, 35.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 130/469 [00:03<00:09, 35.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 131/469 [00:03<00:09, 35.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 131/469 [00:03<00:09, 35.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 132/469 [00:03<00:09, 35.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 132/469 [00:03<00:09, 35.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 133/469 [00:03<00:09, 35.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  28%|██▊       | 133/469 [00:03<00:09, 35.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▊       | 134/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▊       | 134/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 135/469 [00:03<00:09, 35.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 135/469 [00:03<00:09, 35.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 136/469 [00:03<00:09, 35.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 136/469 [00:03<00:09, 35.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 137/469 [00:03<00:09, 35.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 137/469 [00:03<00:09, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 138/469 [00:03<00:09, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  29%|██▉       | 138/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|██▉       | 139/469 [00:03<00:09, 36.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|██▉       | 139/469 [00:03<00:09, 36.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|██▉       | 140/469 [00:03<00:09, 36.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|██▉       | 140/469 [00:03<00:09, 36.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|███       | 141/469 [00:03<00:09, 36.09it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|███       | 141/469 [00:03<00:09, 36.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|███       | 142/469 [00:03<00:09, 36.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|███       | 142/469 [00:03<00:09, 36.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|███       | 143/469 [00:03<00:09, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  30%|███       | 143/469 [00:03<00:09, 36.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███       | 144/469 [00:03<00:08, 36.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███       | 144/469 [00:03<00:08, 36.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███       | 145/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███       | 145/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███       | 146/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███       | 146/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███▏      | 147/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  31%|███▏      | 147/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 148/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 148/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 149/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 149/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 150/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 150/469 [00:04<00:08, 36.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 151/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 151/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 152/469 [00:04<00:08, 36.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  32%|███▏      | 152/469 [00:04<00:08, 36.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 153/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 153/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 154/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 154/469 [00:04<00:08, 36.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 155/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 155/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 156/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 156/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 157/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  33%|███▎      | 157/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▎      | 158/469 [00:04<00:08, 36.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▎      | 158/469 [00:04<00:08, 36.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▍      | 159/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▍      | 159/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▍      | 160/469 [00:04<00:08, 36.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▍      | 160/469 [00:04<00:08, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▍      | 161/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  34%|███▍      | 161/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▍      | 162/469 [00:04<00:08, 36.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▍      | 162/469 [00:04<00:08, 36.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▍      | 163/469 [00:04<00:08, 36.89it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▍      | 163/469 [00:04<00:08, 36.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▍      | 164/469 [00:04<00:08, 36.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▍      | 164/469 [00:04<00:08, 36.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▌      | 165/469 [00:04<00:08, 36.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▌      | 165/469 [00:04<00:08, 36.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▌      | 166/469 [00:04<00:08, 36.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  35%|███▌      | 166/469 [00:04<00:08, 36.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 167/469 [00:04<00:08, 37.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 167/469 [00:04<00:08, 37.01it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 168/469 [00:04<00:08, 37.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 168/469 [00:04<00:08, 37.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 169/469 [00:04<00:08, 37.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 169/469 [00:04<00:08, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 170/469 [00:04<00:08, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▌      | 170/469 [00:04<00:08, 37.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▋      | 171/469 [00:04<00:08, 37.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  36%|███▋      | 171/469 [00:04<00:08, 37.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 172/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 172/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 173/469 [00:04<00:07, 37.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 173/469 [00:04<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 174/469 [00:04<00:07, 37.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 174/469 [00:04<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 175/469 [00:04<00:07, 37.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  37%|███▋      | 175/469 [00:04<00:07, 37.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 176/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 176/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 177/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 177/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 178/469 [00:04<00:07, 37.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 178/469 [00:04<00:07, 37.35it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 179/469 [00:04<00:07, 37.39it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 179/469 [00:04<00:07, 37.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 180/469 [00:04<00:07, 37.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  38%|███▊      | 180/469 [00:04<00:07, 37.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▊      | 181/469 [00:04<00:07, 37.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▊      | 181/469 [00:04<00:07, 37.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 182/469 [00:04<00:07, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 182/469 [00:04<00:07, 37.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 183/469 [00:04<00:07, 37.50it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 183/469 [00:04<00:07, 37.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 184/469 [00:04<00:07, 37.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 184/469 [00:04<00:07, 37.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 185/469 [00:04<00:07, 37.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  39%|███▉      | 185/469 [00:04<00:07, 37.54it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|███▉      | 186/469 [00:04<00:07, 37.58it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|███▉      | 186/469 [00:04<00:07, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|███▉      | 187/469 [00:04<00:07, 37.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|███▉      | 187/469 [00:04<00:07, 37.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|████      | 188/469 [00:04<00:07, 37.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|████      | 188/469 [00:04<00:07, 37.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|████      | 189/469 [00:05<00:07, 37.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  40%|████      | 189/469 [00:05<00:07, 37.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 190/469 [00:05<00:07, 37.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 190/469 [00:05<00:07, 37.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 191/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 191/469 [00:05<00:07, 37.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 192/469 [00:05<00:07, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 192/469 [00:05<00:07, 37.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 193/469 [00:05<00:07, 37.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████      | 193/469 [00:05<00:07, 37.73it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████▏     | 194/469 [00:05<00:07, 37.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  41%|████▏     | 194/469 [00:05<00:07, 37.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 195/469 [00:05<00:07, 37.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 195/469 [00:05<00:07, 37.77it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 196/469 [00:05<00:07, 37.81it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 196/469 [00:05<00:07, 37.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 197/469 [00:05<00:07, 37.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 197/469 [00:05<00:07, 37.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 198/469 [00:05<00:07, 37.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 198/469 [00:05<00:07, 37.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 199/469 [00:05<00:07, 37.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  42%|████▏     | 199/469 [00:05<00:07, 37.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 200/469 [00:05<00:07, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 200/469 [00:05<00:07, 37.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 201/469 [00:05<00:07, 37.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 201/469 [00:05<00:07, 37.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 202/469 [00:05<00:07, 37.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 202/469 [00:05<00:07, 37.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 203/469 [00:05<00:07, 37.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 203/469 [00:05<00:07, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 204/469 [00:05<00:06, 37.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  43%|████▎     | 204/469 [00:05<00:06, 37.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▎     | 205/469 [00:05<00:06, 37.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▎     | 205/469 [00:05<00:06, 37.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▍     | 206/469 [00:05<00:06, 38.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▍     | 206/469 [00:05<00:06, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▍     | 207/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▍     | 207/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▍     | 208/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  44%|████▍     | 208/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▍     | 209/469 [00:05<00:06, 38.07it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▍     | 209/469 [00:05<00:06, 38.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▍     | 210/469 [00:05<00:06, 38.10it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▍     | 210/469 [00:05<00:06, 38.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▍     | 211/469 [00:05<00:06, 38.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▍     | 211/469 [00:05<00:06, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▌     | 212/469 [00:05<00:06, 38.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▌     | 212/469 [00:05<00:06, 38.14it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▌     | 213/469 [00:05<00:06, 38.15it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  45%|████▌     | 213/469 [00:05<00:06, 38.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▌     | 214/469 [00:05<00:06, 38.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▌     | 214/469 [00:05<00:06, 38.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▌     | 215/469 [00:05<00:06, 38.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▌     | 215/469 [00:05<00:06, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▌     | 216/469 [00:05<00:06, 38.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▌     | 216/469 [00:05<00:06, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▋     | 217/469 [00:05<00:06, 38.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▋     | 217/469 [00:05<00:06, 38.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▋     | 218/469 [00:05<00:06, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  46%|████▋     | 218/469 [00:05<00:06, 38.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 219/469 [00:05<00:06, 38.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 219/469 [00:05<00:06, 38.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 220/469 [00:05<00:06, 38.30it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 220/469 [00:05<00:06, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 221/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 221/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 222/469 [00:05<00:06, 38.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  47%|████▋     | 222/469 [00:05<00:06, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 223/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 223/469 [00:05<00:06, 38.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 224/469 [00:05<00:06, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 224/469 [00:05<00:06, 38.32it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 225/469 [00:05<00:06, 38.34it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 225/469 [00:05<00:06, 38.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 226/469 [00:05<00:06, 38.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 226/469 [00:05<00:06, 38.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 227/469 [00:05<00:06, 38.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  48%|████▊     | 227/469 [00:05<00:06, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▊     | 228/469 [00:05<00:06, 38.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▊     | 228/469 [00:05<00:06, 38.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 229/469 [00:05<00:06, 38.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 229/469 [00:05<00:06, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 230/469 [00:05<00:06, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 230/469 [00:05<00:06, 38.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 231/469 [00:06<00:06, 38.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 231/469 [00:06<00:06, 38.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 232/469 [00:06<00:06, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  49%|████▉     | 232/469 [00:06<00:06, 38.42it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|████▉     | 233/469 [00:06<00:06, 38.44it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|████▉     | 233/469 [00:06<00:06, 38.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|████▉     | 234/469 [00:06<00:06, 38.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|████▉     | 234/469 [00:06<00:06, 38.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|█████     | 235/469 [00:06<00:06, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|█████     | 235/469 [00:06<00:06, 38.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|█████     | 236/469 [00:06<00:06, 38.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  50%|█████     | 236/469 [00:06<00:06, 38.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 237/469 [00:06<00:06, 38.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 237/469 [00:06<00:06, 38.49it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 238/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 238/469 [00:06<00:06, 38.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 239/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 239/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 240/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████     | 240/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████▏    | 241/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  51%|█████▏    | 241/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 242/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 242/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 243/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.922, f1/train=0.922, precision/train=0.922, recall/train=0.922, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 243/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 244/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 244/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 245/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 245/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 246/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  52%|█████▏    | 246/469 [00:06<00:05, 38.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 247/469 [00:06<00:05, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 247/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 248/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 248/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 249/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 249/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 250/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  53%|█████▎    | 250/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▎    | 251/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▎    | 251/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▎    | 252/469 [00:06<00:05, 38.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▎    | 252/469 [00:06<00:05, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▍    | 253/469 [00:06<00:05, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▍    | 253/469 [00:06<00:05, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▍    | 254/469 [00:06<00:05, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▍    | 254/469 [00:06<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▍    | 255/469 [00:06<00:05, 38.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  54%|█████▍    | 255/469 [00:06<00:05, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▍    | 256/469 [00:06<00:05, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▍    | 256/469 [00:06<00:05, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▍    | 257/469 [00:06<00:05, 38.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▍    | 257/469 [00:06<00:05, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▌    | 258/469 [00:06<00:05, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▌    | 258/469 [00:06<00:05, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▌    | 259/469 [00:06<00:05, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▌    | 259/469 [00:06<00:05, 38.73it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▌    | 260/469 [00:06<00:05, 38.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  55%|█████▌    | 260/469 [00:06<00:05, 38.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▌    | 261/469 [00:06<00:05, 38.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▌    | 261/469 [00:06<00:05, 38.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▌    | 262/469 [00:06<00:05, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▌    | 262/469 [00:06<00:05, 38.76it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▌    | 263/469 [00:06<00:05, 38.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▌    | 263/469 [00:06<00:05, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▋    | 264/469 [00:06<00:05, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  56%|█████▋    | 264/469 [00:06<00:05, 38.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 265/469 [00:06<00:05, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 265/469 [00:06<00:05, 38.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 266/469 [00:06<00:05, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 266/469 [00:06<00:05, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 267/469 [00:06<00:05, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 267/469 [00:06<00:05, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 268/469 [00:06<00:05, 38.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 268/469 [00:06<00:05, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 269/469 [00:06<00:05, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  57%|█████▋    | 269/469 [00:06<00:05, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 270/469 [00:06<00:05, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 270/469 [00:06<00:05, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 271/469 [00:06<00:05, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 271/469 [00:06<00:05, 38.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 272/469 [00:06<00:05, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 272/469 [00:06<00:05, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 273/469 [00:07<00:05, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 273/469 [00:07<00:05, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 274/469 [00:07<00:05, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  58%|█████▊    | 274/469 [00:07<00:05, 38.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▊    | 275/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▊    | 275/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 276/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 276/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 277/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 277/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 278/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 278/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 279/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  59%|█████▉    | 279/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|█████▉    | 280/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|█████▉    | 280/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|█████▉    | 281/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|█████▉    | 281/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|██████    | 282/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|██████    | 282/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|██████    | 283/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  60%|██████    | 283/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 284/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 284/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 285/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 285/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 286/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 286/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 287/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████    | 287/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████▏   | 288/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  61%|██████▏   | 288/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 289/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 289/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 290/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 290/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 291/469 [00:07<00:04, 39.04it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 291/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 292/469 [00:07<00:04, 39.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 292/469 [00:07<00:04, 39.04it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 293/469 [00:07<00:04, 39.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  62%|██████▏   | 293/469 [00:07<00:04, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 294/469 [00:07<00:04, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 294/469 [00:07<00:04, 39.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 295/469 [00:07<00:04, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 295/469 [00:07<00:04, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 296/469 [00:07<00:04, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 296/469 [00:07<00:04, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 297/469 [00:07<00:04, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  63%|██████▎   | 297/469 [00:07<00:04, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▎   | 298/469 [00:07<00:04, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▎   | 298/469 [00:07<00:04, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 299/469 [00:07<00:04, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 299/469 [00:07<00:04, 39.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 300/469 [00:07<00:04, 39.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 300/469 [00:07<00:04, 39.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 301/469 [00:07<00:04, 39.12it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 301/469 [00:07<00:04, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 302/469 [00:07<00:04, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  64%|██████▍   | 302/469 [00:07<00:04, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▍   | 303/469 [00:07<00:04, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▍   | 303/469 [00:07<00:04, 39.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▍   | 304/469 [00:07<00:04, 39.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▍   | 304/469 [00:07<00:04, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▌   | 305/469 [00:07<00:04, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▌   | 305/469 [00:07<00:04, 39.15it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▌   | 306/469 [00:07<00:04, 39.16it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▌   | 306/469 [00:07<00:04, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▌   | 307/469 [00:07<00:04, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  65%|██████▌   | 307/469 [00:07<00:04, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▌   | 308/469 [00:07<00:04, 39.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▌   | 308/469 [00:07<00:04, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▌   | 309/469 [00:07<00:04, 39.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▌   | 309/469 [00:07<00:04, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▌   | 310/469 [00:07<00:04, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▌   | 310/469 [00:07<00:04, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▋   | 311/469 [00:07<00:04, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  66%|██████▋   | 311/469 [00:07<00:04, 39.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 312/469 [00:07<00:04, 39.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 312/469 [00:07<00:04, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 313/469 [00:07<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 313/469 [00:07<00:03, 39.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 314/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 314/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 315/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 315/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 316/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  67%|██████▋   | 316/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 317/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 317/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 318/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 318/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 319/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 319/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 320/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 320/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 321/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  68%|██████▊   | 321/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▊   | 322/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▊   | 322/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▉   | 323/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▉   | 323/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▉   | 324/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▉   | 324/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▉   | 325/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  69%|██████▉   | 325/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|██████▉   | 326/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|██████▉   | 326/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|██████▉   | 327/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|██████▉   | 327/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|██████▉   | 328/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|██████▉   | 328/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|███████   | 329/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|███████   | 329/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|███████   | 330/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  70%|███████   | 330/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 331/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 331/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 332/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 332/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 333/469 [00:08<00:03, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 333/469 [00:08<00:03, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 334/469 [00:08<00:03, 39.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████   | 334/469 [00:08<00:03, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████▏  | 335/469 [00:08<00:03, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  71%|███████▏  | 335/469 [00:08<00:03, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 336/469 [00:08<00:03, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 336/469 [00:08<00:03, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 337/469 [00:08<00:03, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 337/469 [00:08<00:03, 39.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 338/469 [00:08<00:03, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 338/469 [00:08<00:03, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 339/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 339/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 340/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  72%|███████▏  | 340/469 [00:08<00:03, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 341/469 [00:08<00:03, 39.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 341/469 [00:08<00:03, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 342/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 342/469 [00:08<00:03, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 343/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 343/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 344/469 [00:08<00:03, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  73%|███████▎  | 344/469 [00:08<00:03, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▎  | 345/469 [00:08<00:03, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▎  | 345/469 [00:08<00:03, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 346/469 [00:08<00:03, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 346/469 [00:08<00:03, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 347/469 [00:08<00:03, 39.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 347/469 [00:08<00:03, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 348/469 [00:08<00:03, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 348/469 [00:08<00:03, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 349/469 [00:08<00:03, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  74%|███████▍  | 349/469 [00:08<00:03, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▍  | 350/469 [00:08<00:03, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▍  | 350/469 [00:08<00:03, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▍  | 351/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▍  | 351/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▌  | 352/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▌  | 352/469 [00:08<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▌  | 353/469 [00:08<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▌  | 353/469 [00:08<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▌  | 354/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  75%|███████▌  | 354/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▌  | 355/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▌  | 355/469 [00:08<00:02, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▌  | 356/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▌  | 356/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▌  | 357/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▌  | 357/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▋  | 358/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  76%|███████▋  | 358/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 359/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 359/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 360/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 360/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 361/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 361/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 362/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 362/469 [00:09<00:02, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 363/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  77%|███████▋  | 363/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 364/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 364/469 [00:09<00:02, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 365/469 [00:09<00:02, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 365/469 [00:09<00:02, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 366/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 366/469 [00:09<00:02, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 367/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 367/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 368/469 [00:09<00:02, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  78%|███████▊  | 368/469 [00:09<00:02, 39.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▊  | 369/469 [00:09<00:02, 39.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▊  | 369/469 [00:09<00:02, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▉  | 370/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▉  | 370/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▉  | 371/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▉  | 371/469 [00:09<00:02, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▉  | 372/469 [00:09<00:02, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  79%|███████▉  | 372/469 [00:09<00:02, 39.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|███████▉  | 373/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|███████▉  | 373/469 [00:09<00:02, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|███████▉  | 374/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|███████▉  | 374/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|███████▉  | 375/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|███████▉  | 375/469 [00:09<00:02, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|████████  | 376/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|████████  | 376/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|████████  | 377/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  80%|████████  | 377/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 378/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 378/469 [00:09<00:02, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 379/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 379/469 [00:09<00:02, 39.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 380/469 [00:09<00:02, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 380/469 [00:09<00:02, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 381/469 [00:09<00:02, 39.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████  | 381/469 [00:09<00:02, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████▏ | 382/469 [00:09<00:02, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  81%|████████▏ | 382/469 [00:09<00:02, 39.65it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 383/469 [00:09<00:02, 39.66it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 383/469 [00:09<00:02, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 384/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 384/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 385/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 385/469 [00:09<00:02, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 386/469 [00:09<00:02, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  82%|████████▏ | 386/469 [00:09<00:02, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 387/469 [00:09<00:02, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 387/469 [00:09<00:02, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 388/469 [00:09<00:02, 39.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 388/469 [00:09<00:02, 39.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 389/469 [00:09<00:02, 39.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 389/469 [00:09<00:02, 39.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 390/469 [00:09<00:01, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 390/469 [00:09<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 391/469 [00:09<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  83%|████████▎ | 391/469 [00:09<00:01, 39.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▎ | 392/469 [00:09<00:01, 39.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▎ | 392/469 [00:09<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 393/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 393/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 394/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 394/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 395/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 395/469 [00:09<00:01, 39.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 396/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  84%|████████▍ | 396/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▍ | 397/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▍ | 397/469 [00:09<00:01, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▍ | 398/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▍ | 398/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▌ | 399/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▌ | 399/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▌ | 400/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  85%|████████▌ | 400/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 401/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 401/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 402/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 402/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 403/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 403/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 404/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▌ | 404/469 [00:10<00:01, 39.78it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▋ | 405/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  86%|████████▋ | 405/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 406/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 406/469 [00:10<00:01, 39.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 407/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 407/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 408/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 408/469 [00:10<00:01, 39.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 409/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 409/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 410/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  87%|████████▋ | 410/469 [00:10<00:01, 39.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 411/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 411/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 412/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 412/469 [00:10<00:01, 39.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 413/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 413/469 [00:10<00:01, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 414/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 414/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 415/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  88%|████████▊ | 415/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▊ | 416/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▊ | 416/469 [00:10<00:01, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▉ | 417/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▉ | 417/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▉ | 418/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▉ | 418/469 [00:10<00:01, 39.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▉ | 419/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  89%|████████▉ | 419/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|████████▉ | 420/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|████████▉ | 420/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|████████▉ | 421/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|████████▉ | 421/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|████████▉ | 422/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|████████▉ | 422/469 [00:10<00:01, 39.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|█████████ | 423/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|█████████ | 423/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|█████████ | 424/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  90%|█████████ | 424/469 [00:10<00:01, 39.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████ | 425/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████ | 425/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████ | 426/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████ | 426/469 [00:10<00:01, 39.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████ | 427/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████ | 427/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████▏| 428/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████▏| 428/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████▏| 429/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  91%|█████████▏| 429/469 [00:10<00:01, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 430/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 430/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 431/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 431/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 432/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 432/469 [00:10<00:00, 39.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 433/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  92%|█████████▏| 433/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 434/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 434/469 [00:10<00:00, 39.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 435/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 435/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 436/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 436/469 [00:10<00:00, 39.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 437/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 437/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 438/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  93%|█████████▎| 438/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▎| 439/469 [00:10<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▎| 439/469 [00:10<00:00, 39.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 440/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 440/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 441/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 441/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 442/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 442/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 443/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  94%|█████████▍| 443/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▍| 444/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▍| 444/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▍| 445/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▍| 445/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▌| 446/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▌| 446/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▌| 447/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  95%|█████████▌| 447/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 448/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 448/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 449/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 449/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 450/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 450/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 451/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▌| 451/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▋| 452/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  96%|█████████▋| 452/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 453/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 453/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 454/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 454/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 455/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 455/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 456/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 456/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 457/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  97%|█████████▋| 457/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 458/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 458/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▉| 465/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▉| 465/469 [00:11<00:00, 40.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▉| 466/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3:  99%|█████████▉| 466/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 467/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 467/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 468/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|█████████▉| 468/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|██████████| 469/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]
Epoch 3: 100%|██████████| 469/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.967, f1/val=0.967, precision/val=0.967, recall/val=0.967]

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Epoch 3: 100%|██████████| 469/469 [00:13<00:00, 35.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 3: 100%|██████████| 469/469 [00:13<00:00, 35.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 3:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   0%|          | 1/469 [00:00<05:01,  1.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   0%|          | 1/469 [00:00<05:01,  1.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   0%|          | 2/469 [00:00<02:36,  2.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   0%|          | 2/469 [00:00<02:36,  2.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|          | 3/469 [00:00<01:48,  4.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|          | 3/469 [00:00<01:48,  4.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|          | 4/469 [00:00<01:23,  5.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|          | 4/469 [00:00<01:23,  5.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|          | 5/469 [00:00<01:09,  6.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|          | 5/469 [00:00<01:09,  6.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|▏         | 6/469 [00:00<00:59,  7.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|▏         | 6/469 [00:00<00:59,  7.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|▏         | 7/469 [00:00<00:52,  8.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   1%|▏         | 7/469 [00:00<00:52,  8.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 8/469 [00:00<00:47,  9.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 8/469 [00:00<00:47,  9.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 9/469 [00:00<00:43, 10.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 9/469 [00:00<00:43, 10.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 10/469 [00:00<00:39, 11.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 10/469 [00:00<00:39, 11.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 11/469 [00:00<00:37, 12.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   2%|▏         | 11/469 [00:00<00:37, 12.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 12/469 [00:00<00:34, 13.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 12/469 [00:00<00:34, 13.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 13/469 [00:00<00:32, 13.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 13/469 [00:00<00:32, 13.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 14/469 [00:00<00:31, 14.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 14/469 [00:00<00:31, 14.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 15/469 [00:00<00:29, 15.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 15/469 [00:00<00:29, 15.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 16/469 [00:00<00:28, 16.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   3%|▎         | 16/469 [00:01<00:28, 15.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▎         | 17/469 [00:01<00:27, 16.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▎         | 17/469 [00:01<00:27, 16.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 18/469 [00:01<00:26, 17.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 18/469 [00:01<00:26, 17.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 19/469 [00:01<00:25, 17.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 19/469 [00:01<00:25, 17.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 20/469 [00:01<00:24, 18.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 20/469 [00:01<00:24, 18.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 21/469 [00:01<00:23, 18.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   4%|▍         | 21/469 [00:01<00:23, 18.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▍         | 22/469 [00:01<00:23, 19.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▍         | 22/469 [00:01<00:23, 19.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▍         | 23/469 [00:01<00:22, 19.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▍         | 23/469 [00:01<00:22, 19.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▌         | 24/469 [00:01<00:22, 20.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▌         | 24/469 [00:01<00:22, 20.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▌         | 25/469 [00:01<00:21, 20.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   5%|▌         | 25/469 [00:01<00:21, 20.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 26/469 [00:01<00:21, 20.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 26/469 [00:01<00:21, 20.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 27/469 [00:01<00:20, 21.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 27/469 [00:01<00:20, 21.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 28/469 [00:01<00:20, 21.76it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 28/469 [00:01<00:20, 21.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 29/469 [00:01<00:19, 22.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▌         | 29/469 [00:01<00:19, 22.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▋         | 30/469 [00:01<00:19, 22.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   6%|▋         | 30/469 [00:01<00:19, 22.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 31/469 [00:01<00:19, 22.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 31/469 [00:01<00:19, 22.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 32/469 [00:01<00:18, 23.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 32/469 [00:01<00:18, 23.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 33/469 [00:01<00:18, 23.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 33/469 [00:01<00:18, 23.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 34/469 [00:01<00:18, 23.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 34/469 [00:01<00:18, 23.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 35/469 [00:01<00:17, 24.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   7%|▋         | 35/469 [00:01<00:17, 24.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 36/469 [00:01<00:17, 24.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 36/469 [00:01<00:17, 24.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 37/469 [00:01<00:17, 24.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 37/469 [00:01<00:17, 24.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 38/469 [00:01<00:17, 24.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 38/469 [00:01<00:17, 24.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 39/469 [00:01<00:17, 25.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   8%|▊         | 39/469 [00:01<00:17, 25.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▊         | 40/469 [00:01<00:16, 25.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▊         | 40/469 [00:01<00:16, 25.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▊         | 41/469 [00:01<00:16, 25.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▊         | 41/469 [00:01<00:16, 25.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▉         | 42/469 [00:01<00:16, 25.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▉         | 42/469 [00:01<00:16, 25.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▉         | 43/469 [00:01<00:16, 26.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▉         | 43/469 [00:01<00:16, 26.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▉         | 44/469 [00:01<00:16, 26.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:   9%|▉         | 44/469 [00:01<00:16, 26.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|▉         | 45/469 [00:01<00:15, 26.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|▉         | 45/469 [00:01<00:15, 26.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|▉         | 46/469 [00:01<00:15, 26.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|▉         | 46/469 [00:01<00:15, 26.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|█         | 47/469 [00:01<00:15, 27.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|█         | 47/469 [00:01<00:15, 27.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|█         | 48/469 [00:01<00:15, 27.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|█         | 48/469 [00:01<00:15, 27.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|█         | 49/469 [00:01<00:15, 27.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  10%|█         | 49/469 [00:01<00:15, 27.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█         | 50/469 [00:01<00:15, 27.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█         | 50/469 [00:01<00:15, 27.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█         | 51/469 [00:01<00:15, 27.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█         | 51/469 [00:01<00:15, 27.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█         | 52/469 [00:01<00:14, 27.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█         | 52/469 [00:01<00:14, 27.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█▏        | 53/469 [00:01<00:14, 28.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  11%|█▏        | 53/469 [00:01<00:14, 28.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 54/469 [00:01<00:14, 28.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 54/469 [00:01<00:14, 28.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 55/469 [00:01<00:14, 28.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 55/469 [00:01<00:14, 28.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 56/469 [00:01<00:14, 28.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 56/469 [00:01<00:14, 28.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 57/469 [00:01<00:14, 28.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 57/469 [00:01<00:14, 28.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 58/469 [00:02<00:14, 28.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  12%|█▏        | 58/469 [00:02<00:14, 28.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 59/469 [00:02<00:14, 29.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 59/469 [00:02<00:14, 29.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 60/469 [00:02<00:13, 29.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 60/469 [00:02<00:13, 29.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 61/469 [00:02<00:13, 29.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 61/469 [00:02<00:13, 29.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 62/469 [00:02<00:13, 29.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 62/469 [00:02<00:13, 29.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 63/469 [00:02<00:13, 29.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  13%|█▎        | 63/469 [00:02<00:13, 29.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▎        | 64/469 [00:02<00:13, 29.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▎        | 64/469 [00:02<00:13, 29.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 65/469 [00:02<00:13, 29.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 65/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 66/469 [00:02<00:13, 30.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 66/469 [00:02<00:13, 30.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 67/469 [00:02<00:13, 30.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 67/469 [00:02<00:13, 30.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 68/469 [00:02<00:13, 30.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  14%|█▍        | 68/469 [00:02<00:13, 30.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▍        | 69/469 [00:02<00:13, 30.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▍        | 69/469 [00:02<00:13, 30.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▍        | 70/469 [00:02<00:13, 30.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▍        | 70/469 [00:02<00:13, 30.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▌        | 71/469 [00:02<00:12, 30.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▌        | 71/469 [00:02<00:12, 30.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▌        | 72/469 [00:02<00:12, 30.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  15%|█▌        | 72/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 73/469 [00:02<00:12, 30.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 73/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 74/469 [00:02<00:12, 30.93it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 74/469 [00:02<00:12, 30.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 75/469 [00:02<00:12, 31.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 75/469 [00:02<00:12, 31.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 76/469 [00:02<00:12, 31.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▌        | 76/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▋        | 77/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  16%|█▋        | 77/469 [00:02<00:12, 31.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 78/469 [00:02<00:12, 31.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 78/469 [00:02<00:12, 31.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 79/469 [00:02<00:12, 31.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 79/469 [00:02<00:12, 31.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 80/469 [00:02<00:12, 31.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 80/469 [00:02<00:12, 31.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 81/469 [00:02<00:12, 31.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 81/469 [00:02<00:12, 31.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 82/469 [00:02<00:12, 31.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  17%|█▋        | 82/469 [00:02<00:12, 31.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 83/469 [00:02<00:12, 31.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 83/469 [00:02<00:12, 31.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 84/469 [00:02<00:12, 31.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 84/469 [00:02<00:12, 31.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 85/469 [00:02<00:12, 31.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 85/469 [00:02<00:12, 31.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 86/469 [00:02<00:11, 32.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  18%|█▊        | 86/469 [00:02<00:11, 32.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▊        | 87/469 [00:02<00:11, 32.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▊        | 87/469 [00:02<00:11, 32.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 88/469 [00:02<00:11, 32.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 88/469 [00:02<00:11, 32.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 89/469 [00:02<00:11, 32.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 89/469 [00:02<00:11, 32.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 90/469 [00:02<00:11, 32.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 90/469 [00:02<00:11, 32.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 91/469 [00:02<00:11, 32.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  19%|█▉        | 91/469 [00:02<00:11, 32.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|█▉        | 92/469 [00:02<00:11, 32.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|█▉        | 92/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|█▉        | 93/469 [00:02<00:11, 32.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|█▉        | 93/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|██        | 94/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|██        | 94/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|██        | 95/469 [00:02<00:11, 32.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|██        | 95/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|██        | 96/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  20%|██        | 96/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██        | 97/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██        | 97/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██        | 98/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██        | 98/469 [00:02<00:11, 33.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██        | 99/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██        | 99/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██▏       | 100/469 [00:03<00:11, 33.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  21%|██▏       | 100/469 [00:03<00:11, 33.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 101/469 [00:03<00:11, 33.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 101/469 [00:03<00:11, 33.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 102/469 [00:03<00:11, 33.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 102/469 [00:03<00:11, 33.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 103/469 [00:03<00:10, 33.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 103/469 [00:03<00:10, 33.34it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 104/469 [00:03<00:10, 33.41it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 104/469 [00:03<00:10, 33.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 105/469 [00:03<00:10, 33.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  22%|██▏       | 105/469 [00:03<00:10, 33.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 106/469 [00:03<00:10, 33.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 106/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 107/469 [00:03<00:10, 33.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 107/469 [00:03<00:10, 33.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 108/469 [00:03<00:10, 33.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 108/469 [00:03<00:10, 33.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 109/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 109/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 110/469 [00:03<00:10, 33.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  23%|██▎       | 110/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▎       | 111/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▎       | 111/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▍       | 112/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▍       | 112/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▍       | 113/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▍       | 113/469 [00:03<00:10, 33.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▍       | 114/469 [00:03<00:10, 34.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  24%|██▍       | 114/469 [00:03<00:10, 34.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▍       | 115/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▍       | 115/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▍       | 116/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▍       | 116/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▍       | 117/469 [00:03<00:10, 34.17it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▍       | 117/469 [00:03<00:10, 34.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▌       | 118/469 [00:03<00:10, 34.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▌       | 118/469 [00:03<00:10, 34.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▌       | 119/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  25%|██▌       | 119/469 [00:03<00:10, 34.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 120/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 120/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 121/469 [00:03<00:10, 34.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 121/469 [00:03<00:10, 34.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 122/469 [00:03<00:10, 34.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 122/469 [00:03<00:10, 34.42it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 123/469 [00:03<00:10, 34.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▌       | 123/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▋       | 124/469 [00:03<00:09, 34.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  26%|██▋       | 124/469 [00:03<00:09, 34.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 125/469 [00:03<00:09, 34.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 125/469 [00:03<00:09, 34.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 126/469 [00:03<00:09, 34.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 126/469 [00:03<00:09, 34.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 127/469 [00:03<00:09, 34.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 127/469 [00:03<00:09, 34.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 128/469 [00:03<00:09, 34.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  27%|██▋       | 128/469 [00:03<00:09, 34.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 129/469 [00:03<00:09, 34.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 129/469 [00:03<00:09, 34.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 130/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 130/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 131/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 131/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 132/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 132/469 [00:03<00:09, 34.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 133/469 [00:03<00:09, 34.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  28%|██▊       | 133/469 [00:03<00:09, 34.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▊       | 134/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▊       | 134/469 [00:03<00:09, 34.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 135/469 [00:03<00:09, 35.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 135/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 136/469 [00:03<00:09, 35.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 136/469 [00:03<00:09, 35.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 137/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 137/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 138/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  29%|██▉       | 138/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|██▉       | 139/469 [00:03<00:09, 35.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|██▉       | 139/469 [00:03<00:09, 35.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|██▉       | 140/469 [00:03<00:09, 35.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|██▉       | 140/469 [00:03<00:09, 35.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|███       | 141/469 [00:03<00:09, 35.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|███       | 141/469 [00:04<00:09, 35.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|███       | 142/469 [00:04<00:09, 35.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|███       | 142/469 [00:04<00:09, 35.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|███       | 143/469 [00:04<00:09, 35.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  30%|███       | 143/469 [00:04<00:09, 35.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███       | 144/469 [00:04<00:09, 35.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███       | 144/469 [00:04<00:09, 35.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███       | 145/469 [00:04<00:09, 35.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███       | 145/469 [00:04<00:09, 35.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███       | 146/469 [00:04<00:09, 35.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███       | 146/469 [00:04<00:09, 35.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███▏      | 147/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  31%|███▏      | 147/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 148/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 148/469 [00:04<00:09, 35.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 149/469 [00:04<00:09, 35.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 149/469 [00:04<00:09, 35.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 150/469 [00:04<00:08, 35.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 150/469 [00:04<00:08, 35.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 151/469 [00:04<00:08, 35.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 151/469 [00:04<00:08, 35.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 152/469 [00:04<00:08, 35.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  32%|███▏      | 152/469 [00:04<00:08, 35.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 153/469 [00:04<00:08, 35.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 153/469 [00:04<00:08, 35.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 154/469 [00:04<00:08, 35.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 154/469 [00:04<00:08, 35.72it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 155/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 155/469 [00:04<00:08, 35.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 156/469 [00:04<00:08, 35.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 156/469 [00:04<00:08, 35.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 157/469 [00:04<00:08, 35.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  33%|███▎      | 157/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▎      | 158/469 [00:04<00:08, 35.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▎      | 158/469 [00:04<00:08, 35.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▍      | 159/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▍      | 159/469 [00:04<00:08, 35.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▍      | 160/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▍      | 160/469 [00:04<00:08, 35.92it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▍      | 161/469 [00:04<00:08, 35.95it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  34%|███▍      | 161/469 [00:04<00:08, 35.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▍      | 162/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▍      | 162/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▍      | 163/469 [00:04<00:08, 36.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▍      | 163/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▍      | 164/469 [00:04<00:08, 36.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▍      | 164/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▌      | 165/469 [00:04<00:08, 36.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▌      | 165/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▌      | 166/469 [00:04<00:08, 36.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  35%|███▌      | 166/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 167/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 167/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 168/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 168/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 169/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 169/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 170/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▌      | 170/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▋      | 171/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  36%|███▋      | 171/469 [00:04<00:08, 36.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 172/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 172/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 173/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 173/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 174/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 174/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 175/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  37%|███▋      | 175/469 [00:04<00:08, 36.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 176/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 176/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 177/469 [00:04<00:08, 36.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 177/469 [00:04<00:08, 36.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 178/469 [00:04<00:07, 36.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 178/469 [00:04<00:07, 36.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 179/469 [00:04<00:07, 36.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 179/469 [00:04<00:07, 36.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 180/469 [00:04<00:07, 36.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  38%|███▊      | 180/469 [00:04<00:07, 36.48it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▊      | 181/469 [00:04<00:07, 36.51it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▊      | 181/469 [00:04<00:07, 36.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 182/469 [00:04<00:07, 36.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 182/469 [00:04<00:07, 36.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 183/469 [00:05<00:07, 36.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 183/469 [00:05<00:07, 36.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 184/469 [00:05<00:07, 36.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 184/469 [00:05<00:07, 36.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 185/469 [00:05<00:07, 36.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  39%|███▉      | 185/469 [00:05<00:07, 36.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|███▉      | 186/469 [00:05<00:07, 36.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|███▉      | 186/469 [00:05<00:07, 36.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|███▉      | 187/469 [00:05<00:07, 36.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|███▉      | 187/469 [00:05<00:07, 36.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|████      | 188/469 [00:05<00:07, 36.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|████      | 188/469 [00:05<00:07, 36.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|████      | 189/469 [00:05<00:07, 36.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  40%|████      | 189/469 [00:05<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 190/469 [00:05<00:07, 36.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 190/469 [00:05<00:07, 36.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 191/469 [00:05<00:07, 36.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 191/469 [00:05<00:07, 36.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 192/469 [00:05<00:07, 36.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 192/469 [00:05<00:07, 36.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 193/469 [00:05<00:07, 36.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████      | 193/469 [00:05<00:07, 36.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████▏     | 194/469 [00:05<00:07, 36.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  41%|████▏     | 194/469 [00:05<00:07, 36.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 195/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 195/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 196/469 [00:05<00:07, 36.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 196/469 [00:05<00:07, 36.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 197/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 197/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 198/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 198/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 199/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  42%|████▏     | 199/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 200/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 200/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 201/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 201/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 202/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 202/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 203/469 [00:05<00:07, 37.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 203/469 [00:05<00:07, 37.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 204/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  43%|████▎     | 204/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▎     | 205/469 [00:05<00:07, 37.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▎     | 205/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▍     | 206/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▍     | 206/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▍     | 207/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▍     | 207/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▍     | 208/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  44%|████▍     | 208/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▍     | 209/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▍     | 209/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▍     | 210/469 [00:05<00:06, 37.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▍     | 210/469 [00:05<00:06, 37.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▍     | 211/469 [00:05<00:06, 37.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▍     | 211/469 [00:05<00:06, 37.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▌     | 212/469 [00:05<00:06, 37.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▌     | 212/469 [00:05<00:06, 37.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▌     | 213/469 [00:05<00:06, 37.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  45%|████▌     | 213/469 [00:05<00:06, 37.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▌     | 214/469 [00:05<00:06, 37.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▌     | 214/469 [00:05<00:06, 37.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▌     | 215/469 [00:05<00:06, 37.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▌     | 215/469 [00:05<00:06, 37.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▌     | 216/469 [00:05<00:06, 37.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▌     | 216/469 [00:05<00:06, 37.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▋     | 217/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▋     | 217/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▋     | 218/469 [00:05<00:06, 37.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  46%|████▋     | 218/469 [00:05<00:06, 37.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 219/469 [00:05<00:06, 37.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 219/469 [00:05<00:06, 37.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 220/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 220/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 221/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 221/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 222/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  47%|████▋     | 222/469 [00:05<00:06, 37.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 223/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 223/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 224/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 224/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 225/469 [00:06<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 225/469 [00:06<00:06, 37.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 226/469 [00:06<00:06, 37.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 226/469 [00:06<00:06, 37.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 227/469 [00:06<00:06, 37.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  48%|████▊     | 227/469 [00:06<00:06, 37.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▊     | 228/469 [00:06<00:06, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▊     | 228/469 [00:06<00:06, 37.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 229/469 [00:06<00:06, 37.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 229/469 [00:06<00:06, 37.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 230/469 [00:06<00:06, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 230/469 [00:06<00:06, 37.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 231/469 [00:06<00:06, 37.54it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 231/469 [00:06<00:06, 37.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 232/469 [00:06<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  49%|████▉     | 232/469 [00:06<00:06, 37.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|████▉     | 233/469 [00:06<00:06, 37.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|████▉     | 233/469 [00:06<00:06, 37.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|████▉     | 234/469 [00:06<00:06, 37.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|████▉     | 234/469 [00:06<00:06, 37.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|█████     | 235/469 [00:06<00:06, 37.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|█████     | 235/469 [00:06<00:06, 37.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|█████     | 236/469 [00:06<00:06, 37.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  50%|█████     | 236/469 [00:06<00:06, 37.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 237/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 237/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 238/469 [00:06<00:06, 37.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 238/469 [00:06<00:06, 37.65it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 239/469 [00:06<00:06, 37.66it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 239/469 [00:06<00:06, 37.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 240/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████     | 240/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████▏    | 241/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  51%|█████▏    | 241/469 [00:06<00:06, 37.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 242/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 242/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 243/469 [00:06<00:05, 37.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 243/469 [00:06<00:05, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 244/469 [00:06<00:05, 37.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 244/469 [00:06<00:05, 37.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 245/469 [00:06<00:05, 37.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 245/469 [00:06<00:05, 37.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 246/469 [00:06<00:05, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  52%|█████▏    | 246/469 [00:06<00:05, 37.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 247/469 [00:06<00:05, 37.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 247/469 [00:06<00:05, 37.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 248/469 [00:06<00:05, 37.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 248/469 [00:06<00:05, 37.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 249/469 [00:06<00:05, 37.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 249/469 [00:06<00:05, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 250/469 [00:06<00:05, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  53%|█████▎    | 250/469 [00:06<00:05, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▎    | 251/469 [00:06<00:05, 37.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▎    | 251/469 [00:06<00:05, 37.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▎    | 252/469 [00:06<00:05, 37.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▎    | 252/469 [00:06<00:05, 37.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▍    | 253/469 [00:06<00:05, 37.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▍    | 253/469 [00:06<00:05, 37.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▍    | 254/469 [00:06<00:05, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▍    | 254/469 [00:06<00:05, 37.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▍    | 255/469 [00:06<00:05, 37.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  54%|█████▍    | 255/469 [00:06<00:05, 37.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▍    | 256/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▍    | 256/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▍    | 257/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▍    | 257/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▌    | 258/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▌    | 258/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▌    | 259/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▌    | 259/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▌    | 260/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  55%|█████▌    | 260/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▌    | 261/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▌    | 261/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▌    | 262/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▌    | 262/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▌    | 263/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▌    | 263/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▋    | 264/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  56%|█████▋    | 264/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 265/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 265/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 266/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 266/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 267/469 [00:07<00:05, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 267/469 [00:07<00:05, 38.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 268/469 [00:07<00:05, 38.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 268/469 [00:07<00:05, 38.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 269/469 [00:07<00:05, 38.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  57%|█████▋    | 269/469 [00:07<00:05, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 270/469 [00:07<00:05, 38.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 270/469 [00:07<00:05, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 271/469 [00:07<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 271/469 [00:07<00:05, 38.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 272/469 [00:07<00:05, 38.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 272/469 [00:07<00:05, 38.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 273/469 [00:07<00:05, 38.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 273/469 [00:07<00:05, 38.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 274/469 [00:07<00:05, 38.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  58%|█████▊    | 274/469 [00:07<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▊    | 275/469 [00:07<00:05, 38.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▊    | 275/469 [00:07<00:05, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 276/469 [00:07<00:05, 38.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 276/469 [00:07<00:05, 38.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 277/469 [00:07<00:05, 38.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 277/469 [00:07<00:05, 38.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 278/469 [00:07<00:05, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 278/469 [00:07<00:05, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 279/469 [00:07<00:04, 38.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  59%|█████▉    | 279/469 [00:07<00:04, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|█████▉    | 280/469 [00:07<00:04, 38.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|█████▉    | 280/469 [00:07<00:04, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|█████▉    | 281/469 [00:07<00:04, 38.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|█████▉    | 281/469 [00:07<00:04, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|██████    | 282/469 [00:07<00:04, 38.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|██████    | 282/469 [00:07<00:04, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|██████    | 283/469 [00:07<00:04, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  60%|██████    | 283/469 [00:07<00:04, 38.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 284/469 [00:07<00:04, 38.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 284/469 [00:07<00:04, 38.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 285/469 [00:07<00:04, 38.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 285/469 [00:07<00:04, 38.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 286/469 [00:07<00:04, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 286/469 [00:07<00:04, 38.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 287/469 [00:07<00:04, 38.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████    | 287/469 [00:07<00:04, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████▏   | 288/469 [00:07<00:04, 38.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  61%|██████▏   | 288/469 [00:07<00:04, 38.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 289/469 [00:07<00:04, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 289/469 [00:07<00:04, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 290/469 [00:07<00:04, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 290/469 [00:07<00:04, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 291/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 291/469 [00:07<00:04, 38.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 292/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 292/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 293/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  62%|██████▏   | 293/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 294/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 294/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 295/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 295/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 296/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 296/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 297/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  63%|██████▎   | 297/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▎   | 298/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▎   | 298/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 299/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 299/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 300/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 300/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 301/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 301/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 302/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  64%|██████▍   | 302/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▍   | 303/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▍   | 303/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▍   | 304/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▍   | 304/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▌   | 305/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▌   | 305/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▌   | 306/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▌   | 306/469 [00:07<00:04, 38.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▌   | 307/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  65%|██████▌   | 307/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▌   | 308/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▌   | 308/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▌   | 309/469 [00:08<00:04, 38.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▌   | 309/469 [00:08<00:04, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▌   | 310/469 [00:08<00:04, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▌   | 310/469 [00:08<00:04, 38.55it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▋   | 311/469 [00:08<00:04, 38.56it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  66%|██████▋   | 311/469 [00:08<00:04, 38.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 312/469 [00:08<00:04, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 312/469 [00:08<00:04, 38.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 313/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 313/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 314/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 314/469 [00:08<00:04, 38.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 315/469 [00:08<00:03, 38.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 315/469 [00:08<00:03, 38.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 316/469 [00:08<00:03, 38.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  67%|██████▋   | 316/469 [00:08<00:03, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 317/469 [00:08<00:03, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 317/469 [00:08<00:03, 38.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 318/469 [00:08<00:03, 38.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 318/469 [00:08<00:03, 38.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 319/469 [00:08<00:03, 38.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 319/469 [00:08<00:03, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 320/469 [00:08<00:03, 38.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 320/469 [00:08<00:03, 38.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 321/469 [00:08<00:03, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  68%|██████▊   | 321/469 [00:08<00:03, 38.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▊   | 322/469 [00:08<00:03, 38.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▊   | 322/469 [00:08<00:03, 38.66it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▉   | 323/469 [00:08<00:03, 38.68it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▉   | 323/469 [00:08<00:03, 38.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▉   | 324/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▉   | 324/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▉   | 325/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  69%|██████▉   | 325/469 [00:08<00:03, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|██████▉   | 326/469 [00:08<00:03, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|██████▉   | 326/469 [00:08<00:03, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|██████▉   | 327/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|██████▉   | 327/469 [00:08<00:03, 38.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|██████▉   | 328/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|██████▉   | 328/469 [00:08<00:03, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|███████   | 329/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|███████   | 329/469 [00:08<00:03, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|███████   | 330/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  70%|███████   | 330/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 331/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 331/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 332/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 332/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 333/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 333/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 334/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████   | 334/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████▏  | 335/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  71%|███████▏  | 335/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 336/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 336/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 337/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 337/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 338/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 338/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 339/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 339/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 340/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  72%|███████▏  | 340/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 341/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 341/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 342/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 342/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 343/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 343/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 344/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  73%|███████▎  | 344/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▎  | 345/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▎  | 345/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 346/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 346/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 347/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 347/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 348/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 348/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 349/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  74%|███████▍  | 349/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▍  | 350/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▍  | 350/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▍  | 351/469 [00:09<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▍  | 351/469 [00:09<00:03, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▌  | 352/469 [00:09<00:03, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▌  | 352/469 [00:09<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▌  | 353/469 [00:09<00:02, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▌  | 353/469 [00:09<00:02, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▌  | 354/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  75%|███████▌  | 354/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▌  | 355/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▌  | 355/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▌  | 356/469 [00:09<00:02, 38.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▌  | 356/469 [00:09<00:02, 38.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▌  | 357/469 [00:09<00:02, 38.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▌  | 357/469 [00:09<00:02, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▋  | 358/469 [00:09<00:02, 38.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  76%|███████▋  | 358/469 [00:09<00:02, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 359/469 [00:09<00:02, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 359/469 [00:09<00:02, 38.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 360/469 [00:09<00:02, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 360/469 [00:09<00:02, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 361/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 361/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 362/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 362/469 [00:09<00:02, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 363/469 [00:09<00:02, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  77%|███████▋  | 363/469 [00:09<00:02, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 364/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 364/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 365/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 365/469 [00:09<00:02, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 366/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 366/469 [00:09<00:02, 39.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 367/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 367/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 368/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  78%|███████▊  | 368/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▊  | 369/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▊  | 369/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▉  | 370/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▉  | 370/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▉  | 371/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▉  | 371/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▉  | 372/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  79%|███████▉  | 372/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|███████▉  | 373/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|███████▉  | 373/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|███████▉  | 374/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|███████▉  | 374/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|███████▉  | 375/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|███████▉  | 375/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|████████  | 376/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|████████  | 376/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|████████  | 377/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  80%|████████  | 377/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 378/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 378/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 379/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 379/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 380/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 380/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 381/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████  | 381/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████▏ | 382/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  81%|████████▏ | 382/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 383/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 383/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 384/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 384/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 385/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 385/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 386/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  82%|████████▏ | 386/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 387/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 387/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 388/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 388/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 389/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 389/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 390/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 390/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 391/469 [00:09<00:01, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  83%|████████▎ | 391/469 [00:09<00:01, 39.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▎ | 392/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▎ | 392/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 393/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 393/469 [00:10<00:01, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 394/469 [00:10<00:01, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 394/469 [00:10<00:01, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 395/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 395/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 396/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  84%|████████▍ | 396/469 [00:10<00:01, 39.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▍ | 397/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▍ | 397/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▍ | 398/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▍ | 398/469 [00:10<00:01, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▌ | 399/469 [00:10<00:01, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▌ | 399/469 [00:10<00:01, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▌ | 400/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  85%|████████▌ | 400/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 401/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 401/469 [00:10<00:01, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 402/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 402/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 403/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 403/469 [00:10<00:01, 39.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 404/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▌ | 404/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▋ | 405/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  86%|████████▋ | 405/469 [00:10<00:01, 39.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 406/469 [00:10<00:01, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 406/469 [00:10<00:01, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 407/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 407/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 408/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 408/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 409/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 409/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 410/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  87%|████████▋ | 410/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 411/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 411/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 412/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 412/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 413/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 413/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 414/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 414/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 415/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  88%|████████▊ | 415/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▊ | 416/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▊ | 416/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▉ | 417/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▉ | 417/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▉ | 418/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▉ | 418/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▉ | 419/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  89%|████████▉ | 419/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|████████▉ | 420/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|████████▉ | 420/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|████████▉ | 421/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|████████▉ | 422/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|████████▉ | 422/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|█████████ | 423/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|█████████ | 423/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|█████████ | 424/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  90%|█████████ | 424/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████ | 425/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████ | 425/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████ | 426/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████ | 426/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████ | 427/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████ | 427/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████▏| 428/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████▏| 428/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████▏| 429/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  91%|█████████▏| 429/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 430/469 [00:10<00:00, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 430/469 [00:10<00:00, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 431/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 431/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 432/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 432/469 [00:10<00:00, 39.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  92%|█████████▏| 433/469 [00:10<00:00, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 434/469 [00:11<00:00, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 434/469 [00:11<00:00, 39.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 435/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 436/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 436/469 [00:11<00:00, 39.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 437/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 437/469 [00:11<00:00, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 438/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  93%|█████████▎| 438/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▎| 439/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▎| 439/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 440/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 440/469 [00:11<00:00, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 441/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 441/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 442/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 442/469 [00:11<00:00, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 443/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  94%|█████████▍| 443/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▍| 444/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▍| 444/469 [00:11<00:00, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▍| 445/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▍| 445/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▌| 446/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▌| 446/469 [00:11<00:00, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▌| 447/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  95%|█████████▌| 447/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 448/469 [00:11<00:00, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 448/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 449/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 449/469 [00:11<00:00, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 450/469 [00:11<00:00, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 450/469 [00:11<00:00, 39.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 451/469 [00:11<00:00, 39.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▌| 451/469 [00:11<00:00, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▋| 452/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  96%|█████████▋| 452/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 453/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 453/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 454/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 454/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 455/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 455/469 [00:11<00:00, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 456/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 456/469 [00:11<00:00, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 457/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  97%|█████████▋| 457/469 [00:11<00:00, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 458/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 458/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 459/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 459/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 460/469 [00:11<00:00, 39.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 460/469 [00:11<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 461/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  98%|█████████▊| 461/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▊| 462/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▊| 462/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▊| 463/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▊| 463/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▉| 464/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▉| 464/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▉| 465/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▉| 465/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▉| 466/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4:  99%|█████████▉| 466/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 467/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 467/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 468/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|█████████▉| 468/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|██████████| 469/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]
Epoch 4: 100%|██████████| 469/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.974, f1/val=0.974, precision/val=0.974, recall/val=0.974]

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Validation DataLoader 0:  94%|█████████▎| 74/79 [00:00<00:00, 85.06it/s]

Validation DataLoader 0:  95%|█████████▍| 75/79 [00:00<00:00, 85.54it/s]

Validation DataLoader 0:  96%|█████████▌| 76/79 [00:00<00:00, 86.11it/s]

Validation DataLoader 0:  97%|█████████▋| 77/79 [00:00<00:00, 86.77it/s]

Validation DataLoader 0:  99%|█████████▊| 78/79 [00:00<00:00, 87.12it/s]

Validation DataLoader 0: 100%|██████████| 79/79 [00:00<00:00, 87.76it/s]


Epoch 4: 100%|██████████| 469/469 [00:13<00:00, 35.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 4: 100%|██████████| 469/469 [00:13<00:00, 35.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 4:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   0%|          | 1/469 [00:00<04:50,  1.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   0%|          | 1/469 [00:00<04:51,  1.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   0%|          | 2/469 [00:00<02:31,  3.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   0%|          | 2/469 [00:00<02:31,  3.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|          | 3/469 [00:00<01:43,  4.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|          | 3/469 [00:00<01:43,  4.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|          | 4/469 [00:00<01:20,  5.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|          | 4/469 [00:00<01:20,  5.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|          | 5/469 [00:00<01:06,  7.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|          | 5/469 [00:00<01:06,  7.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|▏         | 6/469 [00:00<00:56,  8.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|▏         | 6/469 [00:00<00:56,  8.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|▏         | 7/469 [00:00<00:50,  9.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   1%|▏         | 7/469 [00:00<00:50,  9.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 8/469 [00:00<00:45, 10.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 8/469 [00:00<00:45, 10.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 9/469 [00:00<00:41, 11.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 9/469 [00:00<00:41, 11.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 10/469 [00:00<00:38, 12.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 10/469 [00:00<00:38, 12.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 11/469 [00:00<00:35, 12.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   2%|▏         | 11/469 [00:00<00:35, 12.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 12/469 [00:00<00:33, 13.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 12/469 [00:00<00:33, 13.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 13/469 [00:00<00:31, 14.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 13/469 [00:00<00:31, 14.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 14/469 [00:00<00:30, 15.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 14/469 [00:00<00:30, 15.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 15/469 [00:00<00:28, 15.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 15/469 [00:00<00:28, 15.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 16/469 [00:00<00:27, 16.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   3%|▎         | 16/469 [00:00<00:27, 16.43it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▎         | 17/469 [00:01<00:26, 17.00it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▎         | 17/469 [00:01<00:26, 16.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 18/469 [00:01<00:25, 17.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 18/469 [00:01<00:25, 17.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 19/469 [00:01<00:24, 18.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 19/469 [00:01<00:24, 18.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 20/469 [00:01<00:23, 18.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 20/469 [00:01<00:23, 18.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 21/469 [00:01<00:23, 19.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   4%|▍         | 21/469 [00:01<00:23, 19.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▍         | 22/469 [00:01<00:22, 19.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▍         | 22/469 [00:01<00:22, 19.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▍         | 23/469 [00:01<00:22, 20.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▍         | 23/469 [00:01<00:22, 20.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▌         | 24/469 [00:01<00:21, 20.73it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▌         | 24/469 [00:01<00:21, 20.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▌         | 25/469 [00:01<00:21, 21.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   5%|▌         | 25/469 [00:01<00:21, 21.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 26/469 [00:01<00:20, 21.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 26/469 [00:01<00:20, 21.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 27/469 [00:01<00:20, 21.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 27/469 [00:01<00:20, 21.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 28/469 [00:01<00:19, 22.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 28/469 [00:01<00:19, 22.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 29/469 [00:01<00:19, 22.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▌         | 29/469 [00:01<00:19, 22.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▋         | 30/469 [00:01<00:19, 23.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   6%|▋         | 30/469 [00:01<00:19, 23.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 31/469 [00:01<00:18, 23.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 31/469 [00:01<00:18, 23.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 32/469 [00:01<00:18, 23.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 32/469 [00:01<00:18, 23.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 33/469 [00:01<00:18, 24.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 33/469 [00:01<00:18, 24.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 34/469 [00:01<00:17, 24.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 34/469 [00:01<00:17, 24.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 35/469 [00:01<00:17, 24.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   7%|▋         | 35/469 [00:01<00:17, 24.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 36/469 [00:01<00:17, 24.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 36/469 [00:01<00:17, 24.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 37/469 [00:01<00:17, 25.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 37/469 [00:01<00:17, 25.22it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 38/469 [00:01<00:16, 25.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 38/469 [00:01<00:16, 25.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 39/469 [00:01<00:16, 25.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   8%|▊         | 39/469 [00:01<00:16, 25.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▊         | 40/469 [00:01<00:16, 26.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▊         | 40/469 [00:01<00:16, 26.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▊         | 41/469 [00:01<00:16, 26.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▊         | 41/469 [00:01<00:16, 26.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▉         | 42/469 [00:01<00:16, 26.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▉         | 42/469 [00:01<00:16, 26.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▉         | 43/469 [00:01<00:15, 26.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▉         | 43/469 [00:01<00:15, 26.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▉         | 44/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:   9%|▉         | 44/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|▉         | 45/469 [00:01<00:15, 27.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|▉         | 45/469 [00:01<00:15, 27.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|▉         | 46/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|▉         | 46/469 [00:01<00:15, 27.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|█         | 47/469 [00:01<00:15, 27.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|█         | 47/469 [00:01<00:15, 27.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|█         | 48/469 [00:01<00:15, 27.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|█         | 48/469 [00:01<00:15, 27.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|█         | 49/469 [00:01<00:15, 27.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  10%|█         | 49/469 [00:01<00:15, 27.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█         | 50/469 [00:01<00:14, 28.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█         | 50/469 [00:01<00:14, 28.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█         | 51/469 [00:01<00:14, 28.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█         | 51/469 [00:01<00:14, 28.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█         | 52/469 [00:01<00:14, 28.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█         | 52/469 [00:01<00:14, 28.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█▏        | 53/469 [00:01<00:14, 28.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  11%|█▏        | 53/469 [00:01<00:14, 28.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 54/469 [00:01<00:14, 28.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 54/469 [00:01<00:14, 28.85it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 55/469 [00:01<00:14, 29.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 55/469 [00:01<00:14, 29.01it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 56/469 [00:01<00:14, 29.17it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 56/469 [00:01<00:14, 29.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 57/469 [00:01<00:14, 29.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 57/469 [00:01<00:14, 29.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 58/469 [00:01<00:13, 29.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  12%|█▏        | 58/469 [00:01<00:13, 29.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 59/469 [00:01<00:13, 29.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 59/469 [00:01<00:13, 29.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 60/469 [00:02<00:13, 29.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 60/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 61/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 61/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 62/469 [00:02<00:13, 30.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 62/469 [00:02<00:13, 30.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 63/469 [00:02<00:13, 30.18it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  13%|█▎        | 63/469 [00:02<00:13, 30.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▎        | 64/469 [00:02<00:13, 30.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▎        | 64/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 65/469 [00:02<00:13, 30.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 65/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 66/469 [00:02<00:13, 30.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 66/469 [00:02<00:13, 30.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 67/469 [00:02<00:13, 30.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 67/469 [00:02<00:13, 30.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 68/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  14%|█▍        | 68/469 [00:02<00:13, 30.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▍        | 69/469 [00:02<00:12, 30.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▍        | 69/469 [00:02<00:12, 30.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▍        | 70/469 [00:02<00:12, 31.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▍        | 70/469 [00:02<00:12, 31.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▌        | 71/469 [00:02<00:12, 31.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▌        | 71/469 [00:02<00:12, 31.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▌        | 72/469 [00:02<00:12, 31.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  15%|█▌        | 72/469 [00:02<00:12, 31.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 73/469 [00:02<00:12, 31.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 73/469 [00:02<00:12, 31.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 74/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 74/469 [00:02<00:12, 31.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 75/469 [00:02<00:12, 31.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 75/469 [00:02<00:12, 31.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 76/469 [00:02<00:12, 31.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▌        | 76/469 [00:02<00:12, 31.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▋        | 77/469 [00:02<00:12, 31.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  16%|█▋        | 77/469 [00:02<00:12, 31.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 78/469 [00:02<00:12, 31.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 78/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 79/469 [00:02<00:12, 32.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 79/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 80/469 [00:02<00:12, 32.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 80/469 [00:02<00:12, 32.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 81/469 [00:02<00:12, 32.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 81/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 82/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  17%|█▋        | 82/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 83/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 83/469 [00:02<00:11, 32.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 84/469 [00:02<00:11, 32.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 84/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 85/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 85/469 [00:02<00:11, 32.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 86/469 [00:02<00:11, 32.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  18%|█▊        | 86/469 [00:02<00:11, 32.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▊        | 87/469 [00:02<00:11, 32.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▊        | 87/469 [00:02<00:11, 32.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 88/469 [00:02<00:11, 32.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 88/469 [00:02<00:11, 32.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 89/469 [00:02<00:11, 32.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 89/469 [00:02<00:11, 32.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 90/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 90/469 [00:02<00:11, 33.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 91/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  19%|█▉        | 91/469 [00:02<00:11, 33.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|█▉        | 92/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|█▉        | 92/469 [00:02<00:11, 33.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|█▉        | 93/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|█▉        | 93/469 [00:02<00:11, 33.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|██        | 94/469 [00:02<00:11, 33.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|██        | 94/469 [00:02<00:11, 33.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|██        | 95/469 [00:02<00:11, 33.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|██        | 95/469 [00:02<00:11, 33.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|██        | 96/469 [00:02<00:11, 33.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  20%|██        | 96/469 [00:02<00:11, 33.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██        | 97/469 [00:02<00:11, 33.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██        | 97/469 [00:02<00:11, 33.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██        | 98/469 [00:02<00:11, 33.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██        | 98/469 [00:02<00:11, 33.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██        | 99/469 [00:02<00:10, 33.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██        | 99/469 [00:02<00:10, 33.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██▏       | 100/469 [00:02<00:10, 33.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  21%|██▏       | 100/469 [00:02<00:10, 33.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 101/469 [00:02<00:10, 33.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 101/469 [00:02<00:10, 33.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 102/469 [00:03<00:10, 33.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 102/469 [00:03<00:10, 33.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 103/469 [00:03<00:10, 33.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 103/469 [00:03<00:10, 33.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 104/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 104/469 [00:03<00:10, 34.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 105/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  22%|██▏       | 105/469 [00:03<00:10, 34.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 106/469 [00:03<00:10, 34.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 106/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 107/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 107/469 [00:03<00:10, 34.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 108/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 108/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 109/469 [00:03<00:10, 34.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 109/469 [00:03<00:10, 34.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 110/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  23%|██▎       | 110/469 [00:03<00:10, 34.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▎       | 111/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▎       | 111/469 [00:03<00:10, 34.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▍       | 112/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▍       | 112/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▍       | 113/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▍       | 113/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▍       | 114/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  24%|██▍       | 114/469 [00:03<00:10, 34.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▍       | 115/469 [00:03<00:10, 34.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▍       | 115/469 [00:03<00:10, 34.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▍       | 116/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▍       | 116/469 [00:03<00:10, 34.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▍       | 117/469 [00:03<00:10, 34.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▍       | 117/469 [00:03<00:10, 34.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▌       | 118/469 [00:03<00:10, 34.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▌       | 118/469 [00:03<00:10, 34.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▌       | 119/469 [00:03<00:10, 34.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  25%|██▌       | 119/469 [00:03<00:10, 34.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 120/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 120/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 121/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 121/469 [00:03<00:09, 35.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 122/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 122/469 [00:03<00:09, 35.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 123/469 [00:03<00:09, 35.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▌       | 123/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▋       | 124/469 [00:03<00:09, 35.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  26%|██▋       | 124/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 125/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 125/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 126/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 126/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 127/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 127/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 128/469 [00:03<00:09, 35.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  27%|██▋       | 128/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 129/469 [00:03<00:09, 35.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 129/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 130/469 [00:03<00:09, 35.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 130/469 [00:03<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 131/469 [00:03<00:09, 35.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 131/469 [00:03<00:09, 35.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 132/469 [00:03<00:09, 35.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 132/469 [00:03<00:09, 35.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 133/469 [00:03<00:09, 35.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  28%|██▊       | 133/469 [00:03<00:09, 35.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▊       | 134/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▊       | 134/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 135/469 [00:03<00:09, 35.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 135/469 [00:03<00:09, 35.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 136/469 [00:03<00:09, 35.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 136/469 [00:03<00:09, 35.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 137/469 [00:03<00:09, 35.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 137/469 [00:03<00:09, 35.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 138/469 [00:03<00:09, 35.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  29%|██▉       | 138/469 [00:03<00:09, 35.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|██▉       | 139/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|██▉       | 139/469 [00:03<00:09, 35.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|██▉       | 140/469 [00:03<00:09, 35.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|██▉       | 140/469 [00:03<00:09, 35.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|███       | 141/469 [00:03<00:09, 35.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|███       | 141/469 [00:03<00:09, 35.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|███       | 142/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|███       | 142/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|███       | 143/469 [00:03<00:09, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  30%|███       | 143/469 [00:03<00:09, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███       | 144/469 [00:03<00:09, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███       | 144/469 [00:03<00:09, 36.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███       | 145/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███       | 145/469 [00:04<00:08, 36.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███       | 146/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███       | 146/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███▏      | 147/469 [00:04<00:08, 36.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  31%|███▏      | 147/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 148/469 [00:04<00:08, 36.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 148/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 149/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 149/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 150/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 150/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 151/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 151/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 152/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  32%|███▏      | 152/469 [00:04<00:08, 36.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 153/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 153/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 154/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 154/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 155/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 155/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 156/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 156/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 157/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  33%|███▎      | 157/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▎      | 158/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▎      | 158/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▍      | 159/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▍      | 159/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▍      | 160/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▍      | 160/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▍      | 161/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  34%|███▍      | 161/469 [00:04<00:08, 36.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▍      | 162/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▍      | 162/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▍      | 163/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▍      | 163/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▍      | 164/469 [00:04<00:08, 36.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▍      | 164/469 [00:04<00:08, 36.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▌      | 165/469 [00:04<00:08, 36.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▌      | 165/469 [00:04<00:08, 36.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▌      | 166/469 [00:04<00:08, 36.72it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  35%|███▌      | 166/469 [00:04<00:08, 36.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 167/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 167/469 [00:04<00:08, 36.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 168/469 [00:04<00:08, 36.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 168/469 [00:04<00:08, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 169/469 [00:04<00:08, 36.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 169/469 [00:04<00:08, 36.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 170/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▌      | 170/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▋      | 171/469 [00:04<00:08, 36.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  36%|███▋      | 171/469 [00:04<00:08, 36.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 172/469 [00:04<00:08, 36.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 172/469 [00:04<00:08, 36.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 173/469 [00:04<00:08, 36.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 173/469 [00:04<00:08, 36.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 174/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 174/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 175/469 [00:04<00:07, 36.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  37%|███▋      | 175/469 [00:04<00:07, 36.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 176/469 [00:04<00:07, 36.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 176/469 [00:04<00:07, 36.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 177/469 [00:04<00:07, 37.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 177/469 [00:04<00:07, 36.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 178/469 [00:04<00:07, 37.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 178/469 [00:04<00:07, 37.02it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 179/469 [00:04<00:07, 37.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 179/469 [00:04<00:07, 37.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 180/469 [00:04<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  38%|███▊      | 180/469 [00:04<00:07, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▊      | 181/469 [00:04<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▊      | 181/469 [00:04<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 182/469 [00:04<00:07, 37.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 182/469 [00:04<00:07, 37.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 183/469 [00:04<00:07, 37.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 183/469 [00:04<00:07, 37.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 184/469 [00:04<00:07, 37.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 184/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 185/469 [00:04<00:07, 37.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  39%|███▉      | 185/469 [00:04<00:07, 37.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|███▉      | 186/469 [00:04<00:07, 37.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|███▉      | 186/469 [00:05<00:07, 37.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|███▉      | 187/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|███▉      | 187/469 [00:05<00:07, 37.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|████      | 188/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|████      | 188/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|████      | 189/469 [00:05<00:07, 37.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  40%|████      | 189/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 190/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 190/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 191/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 191/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 192/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 192/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 193/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████      | 193/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████▏     | 194/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  41%|████▏     | 194/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 195/469 [00:05<00:07, 37.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 195/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 196/469 [00:05<00:07, 37.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 196/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 197/469 [00:05<00:07, 37.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 197/469 [00:05<00:07, 37.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 198/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 198/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 199/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  42%|████▏     | 199/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 200/469 [00:05<00:07, 37.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 200/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 201/469 [00:05<00:07, 37.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 201/469 [00:05<00:07, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 202/469 [00:05<00:07, 37.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 202/469 [00:05<00:07, 37.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 203/469 [00:05<00:07, 37.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 203/469 [00:05<00:07, 37.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 204/469 [00:05<00:07, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  43%|████▎     | 204/469 [00:05<00:07, 37.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▎     | 205/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▎     | 205/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▍     | 206/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▍     | 206/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▍     | 207/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▍     | 207/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▍     | 208/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  44%|████▍     | 208/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▍     | 209/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▍     | 209/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▍     | 210/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▍     | 210/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▍     | 211/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▍     | 211/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▌     | 212/469 [00:05<00:06, 37.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▌     | 212/469 [00:05<00:06, 37.74it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▌     | 213/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  45%|████▌     | 213/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▌     | 214/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▌     | 214/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▌     | 215/469 [00:05<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▌     | 215/469 [00:05<00:06, 37.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▌     | 216/469 [00:05<00:06, 37.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▌     | 216/469 [00:05<00:06, 37.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▋     | 217/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▋     | 217/469 [00:05<00:06, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▋     | 218/469 [00:05<00:06, 37.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  46%|████▋     | 218/469 [00:05<00:06, 37.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 219/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 219/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 220/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 220/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 221/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 221/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 222/469 [00:05<00:06, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  47%|████▋     | 222/469 [00:05<00:06, 37.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 223/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 223/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 224/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 224/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 225/469 [00:05<00:06, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 225/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 226/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 226/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 227/469 [00:05<00:06, 38.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  48%|████▊     | 227/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▊     | 228/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▊     | 228/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 229/469 [00:06<00:06, 38.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 229/469 [00:06<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 230/469 [00:06<00:06, 38.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 230/469 [00:06<00:06, 38.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 231/469 [00:06<00:06, 38.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 231/469 [00:06<00:06, 38.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 232/469 [00:06<00:06, 38.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  49%|████▉     | 232/469 [00:06<00:06, 38.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|████▉     | 233/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|████▉     | 233/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|████▉     | 234/469 [00:06<00:06, 38.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|████▉     | 234/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|█████     | 235/469 [00:06<00:06, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|█████     | 235/469 [00:06<00:06, 38.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|█████     | 236/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  50%|█████     | 236/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 237/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 237/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 238/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 238/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 239/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 239/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 240/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████     | 240/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████▏    | 241/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  51%|█████▏    | 241/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 242/469 [00:06<00:05, 38.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 242/469 [00:06<00:05, 38.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 243/469 [00:06<00:05, 38.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 243/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 244/469 [00:06<00:05, 38.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 244/469 [00:06<00:05, 38.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 245/469 [00:06<00:05, 38.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 245/469 [00:06<00:05, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 246/469 [00:06<00:05, 38.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  52%|█████▏    | 246/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 247/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 247/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 248/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 248/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 249/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 249/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.930, f1/train=0.930, precision/train=0.930, recall/train=0.930, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  53%|█████▎    | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▎    | 251/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▎    | 251/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▎    | 252/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▎    | 252/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▍    | 253/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▍    | 253/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▍    | 254/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▍    | 254/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▍    | 255/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  54%|█████▍    | 255/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▍    | 256/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▍    | 256/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▍    | 257/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▍    | 257/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▌    | 258/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▌    | 258/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▌    | 259/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▌    | 259/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▌    | 260/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  55%|█████▌    | 260/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▌    | 261/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▌    | 261/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▌    | 262/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▌    | 262/469 [00:06<00:05, 38.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▌    | 263/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▌    | 263/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▋    | 264/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  56%|█████▋    | 264/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 265/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 265/469 [00:06<00:05, 38.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 266/469 [00:06<00:05, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 266/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 267/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 267/469 [00:06<00:05, 38.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 268/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 268/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 269/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  57%|█████▋    | 269/469 [00:06<00:05, 38.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 270/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 270/469 [00:06<00:05, 38.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 271/469 [00:07<00:05, 38.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 271/469 [00:07<00:05, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 272/469 [00:07<00:05, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 272/469 [00:07<00:05, 38.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 274/469 [00:07<00:05, 38.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  58%|█████▊    | 274/469 [00:07<00:05, 38.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▊    | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▊    | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 276/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 276/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 277/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 277/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 278/469 [00:07<00:04, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 278/469 [00:07<00:04, 38.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 279/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  59%|█████▉    | 279/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|█████▉    | 280/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|█████▉    | 280/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|█████▉    | 281/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|█████▉    | 281/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|██████    | 282/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|██████    | 282/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|██████    | 283/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  60%|██████    | 283/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 284/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 284/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 285/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 285/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 286/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 286/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 287/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████    | 287/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████▏   | 288/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  61%|██████▏   | 288/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 289/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 289/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 290/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 290/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 291/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 291/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 292/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 292/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 293/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  62%|██████▏   | 293/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 294/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 294/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 295/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 295/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 296/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 296/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 297/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  63%|██████▎   | 297/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▎   | 298/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▎   | 298/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 299/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 299/469 [00:07<00:04, 38.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 301/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 301/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  64%|██████▍   | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▍   | 303/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▍   | 303/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▍   | 304/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▍   | 304/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▌   | 305/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▌   | 305/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▌   | 306/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▌   | 306/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▌   | 307/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  65%|██████▌   | 307/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▌   | 308/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▌   | 308/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▌   | 309/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▌   | 309/469 [00:07<00:04, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▌   | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▌   | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▋   | 311/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  66%|██████▋   | 311/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 312/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 312/469 [00:07<00:04, 39.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 315/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 315/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 316/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  67%|██████▋   | 316/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 317/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 317/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 318/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 318/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 320/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 320/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  68%|██████▊   | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▊   | 322/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▊   | 322/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▉   | 323/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▉   | 323/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▉   | 324/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▉   | 324/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▉   | 325/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  69%|██████▉   | 325/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|██████▉   | 326/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|██████▉   | 326/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|██████▉   | 327/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|██████▉   | 327/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|██████▉   | 328/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|██████▉   | 328/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|███████   | 329/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|███████   | 329/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|███████   | 330/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  70%|███████   | 330/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 331/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 331/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 332/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 332/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 333/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 333/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 334/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████   | 334/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████▏  | 335/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  71%|███████▏  | 335/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 336/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 336/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 337/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 337/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 338/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 338/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 339/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 339/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 340/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  72%|███████▏  | 340/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 341/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 341/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 342/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 342/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 343/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 343/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 344/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  73%|███████▎  | 344/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▎  | 345/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▎  | 345/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 346/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 346/469 [00:08<00:03, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 347/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 347/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 348/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 348/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 349/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  74%|███████▍  | 349/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▍  | 350/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▍  | 350/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▍  | 351/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▍  | 351/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▌  | 352/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▌  | 352/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▌  | 353/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▌  | 353/469 [00:08<00:02, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▌  | 354/469 [00:08<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  75%|███████▌  | 354/469 [00:08<00:02, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▌  | 355/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▌  | 355/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▌  | 356/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▌  | 356/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▌  | 357/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▌  | 357/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▋  | 358/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  76%|███████▋  | 358/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 359/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 359/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 360/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 360/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 361/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 361/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 362/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 362/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 363/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  77%|███████▋  | 363/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 364/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 364/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 365/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 365/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 366/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 366/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 367/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 367/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 368/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.938, f1/train=0.938, precision/train=0.938, recall/train=0.938, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  78%|███████▊  | 368/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▊  | 369/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▊  | 369/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▉  | 370/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▉  | 370/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▉  | 371/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▉  | 371/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▉  | 372/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  79%|███████▉  | 372/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|███████▉  | 373/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|███████▉  | 373/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|███████▉  | 374/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|███████▉  | 374/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|███████▉  | 375/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|███████▉  | 375/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|████████  | 376/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|████████  | 376/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|████████  | 377/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  80%|████████  | 377/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 378/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 378/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 379/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 379/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 380/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 380/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████  | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████▏ | 382/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  81%|████████▏ | 382/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 384/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 384/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 386/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 388/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▎ | 392/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▎ | 392/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 393/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 393/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 394/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 394/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 395/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 395/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 396/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  84%|████████▍ | 396/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▍ | 397/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▍ | 397/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▌ | 399/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▌ | 399/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▌ | 400/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  85%|████████▌ | 400/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 401/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 401/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 403/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 403/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▋ | 405/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  86%|████████▋ | 405/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 407/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 407/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 409/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 409/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 413/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 413/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 414/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 414/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▊ | 416/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▊ | 416/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▉ | 418/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▉ | 418/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▉ | 419/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  89%|████████▉ | 419/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|████████▉ | 420/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|████████▉ | 420/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|████████▉ | 421/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|████████▉ | 421/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|████████▉ | 422/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|████████▉ | 422/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|█████████ | 423/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|█████████ | 423/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|█████████ | 424/469 [00:10<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  90%|█████████ | 424/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████ | 425/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████ | 425/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████ | 426/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████ | 426/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████ | 427/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████ | 427/469 [00:10<00:01, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████▏| 428/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████▏| 428/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████▏| 429/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  91%|█████████▏| 429/469 [00:10<00:01, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 430/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 430/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 431/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 431/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 432/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 432/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 433/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  92%|█████████▏| 433/469 [00:10<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 434/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 434/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 435/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 435/469 [00:10<00:00, 39.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 436/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 436/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 437/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 437/469 [00:10<00:00, 39.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 438/469 [00:10<00:00, 39.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  93%|█████████▎| 438/469 [00:10<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▎| 439/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▎| 439/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 440/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 440/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 441/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 441/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 442/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 442/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 443/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  94%|█████████▍| 443/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▍| 444/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▍| 444/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▍| 445/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▍| 445/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▌| 446/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▌| 446/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▌| 447/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  95%|█████████▌| 447/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 448/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 448/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 449/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 449/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 450/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 450/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 451/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▌| 451/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▋| 452/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  96%|█████████▋| 452/469 [00:11<00:00, 39.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 453/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 453/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 454/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 454/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 455/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 455/469 [00:11<00:00, 40.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 456/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 456/469 [00:11<00:00, 40.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 457/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  97%|█████████▋| 457/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 458/469 [00:11<00:00, 40.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 458/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 459/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 460/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  98%|█████████▊| 461/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▊| 462/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▊| 463/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▉| 464/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▉| 465/469 [00:11<00:00, 40.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▉| 465/469 [00:11<00:00, 40.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▉| 466/469 [00:11<00:00, 40.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5:  99%|█████████▉| 466/469 [00:11<00:00, 40.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 467/469 [00:11<00:00, 40.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 467/469 [00:11<00:00, 40.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 468/469 [00:11<00:00, 40.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|█████████▉| 468/469 [00:11<00:00, 40.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|██████████| 469/469 [00:11<00:00, 40.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]
Epoch 5: 100%|██████████| 469/469 [00:11<00:00, 40.51it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.978, f1/val=0.978, precision/val=0.978, recall/val=0.978]

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Epoch 5: 100%|██████████| 469/469 [00:13<00:00, 35.84it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 5: 100%|██████████| 469/469 [00:13<00:00, 35.84it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 5:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   0%|          | 1/469 [00:00<04:49,  1.61it/s, v_num=8, acc1/train=0.979, f1/train=0.979, precision/train=0.979, recall/train=0.979, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   0%|          | 1/469 [00:00<04:50,  1.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   0%|          | 2/469 [00:00<02:29,  3.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   0%|          | 2/469 [00:00<02:29,  3.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|          | 3/469 [00:00<01:43,  4.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|          | 3/469 [00:00<01:43,  4.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|          | 4/469 [00:00<01:20,  5.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|          | 4/469 [00:00<01:20,  5.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|          | 5/469 [00:00<01:06,  6.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|          | 5/469 [00:00<01:06,  6.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|▏         | 6/469 [00:00<00:56,  8.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|▏         | 6/469 [00:00<00:56,  8.12it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|▏         | 7/469 [00:00<00:50,  9.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   1%|▏         | 7/469 [00:00<00:50,  9.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 8/469 [00:00<00:45, 10.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 8/469 [00:00<00:45, 10.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 9/469 [00:00<00:41, 11.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 9/469 [00:00<00:41, 11.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 10/469 [00:00<00:38, 12.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 10/469 [00:00<00:38, 11.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 11/469 [00:00<00:35, 12.80it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   2%|▏         | 11/469 [00:00<00:35, 12.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 12/469 [00:00<00:33, 13.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 12/469 [00:00<00:33, 13.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 13/469 [00:00<00:31, 14.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 13/469 [00:00<00:31, 14.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 14/469 [00:00<00:30, 15.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 14/469 [00:00<00:30, 15.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 15/469 [00:00<00:28, 15.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 15/469 [00:00<00:28, 15.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 16/469 [00:00<00:27, 16.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   3%|▎         | 16/469 [00:00<00:27, 16.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▎         | 17/469 [00:01<00:26, 17.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▎         | 17/469 [00:01<00:26, 16.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 18/469 [00:01<00:25, 17.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 18/469 [00:01<00:25, 17.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 19/469 [00:01<00:24, 18.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 19/469 [00:01<00:24, 18.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 20/469 [00:01<00:23, 18.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 20/469 [00:01<00:23, 18.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 21/469 [00:01<00:23, 19.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   4%|▍         | 21/469 [00:01<00:23, 19.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▍         | 22/469 [00:01<00:22, 19.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▍         | 22/469 [00:01<00:22, 19.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▍         | 23/469 [00:01<00:22, 20.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▍         | 23/469 [00:01<00:22, 20.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▌         | 24/469 [00:01<00:21, 20.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▌         | 24/469 [00:01<00:21, 20.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▌         | 25/469 [00:01<00:20, 21.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   5%|▌         | 25/469 [00:01<00:21, 21.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 26/469 [00:01<00:20, 21.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 26/469 [00:01<00:20, 21.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 27/469 [00:01<00:20, 21.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 27/469 [00:01<00:20, 21.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 28/469 [00:01<00:19, 22.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 28/469 [00:01<00:19, 22.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 29/469 [00:01<00:19, 22.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▌         | 29/469 [00:01<00:19, 22.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▋         | 30/469 [00:01<00:19, 23.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   6%|▋         | 30/469 [00:01<00:19, 23.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 31/469 [00:01<00:18, 23.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 31/469 [00:01<00:18, 23.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 32/469 [00:01<00:18, 23.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 32/469 [00:01<00:18, 23.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 33/469 [00:01<00:18, 24.00it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 33/469 [00:01<00:18, 23.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 34/469 [00:01<00:17, 24.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 34/469 [00:01<00:17, 24.30it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 35/469 [00:01<00:17, 24.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   7%|▋         | 35/469 [00:01<00:17, 24.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 36/469 [00:01<00:17, 24.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 36/469 [00:01<00:17, 24.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 37/469 [00:01<00:17, 25.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 37/469 [00:01<00:17, 25.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 38/469 [00:01<00:16, 25.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 38/469 [00:01<00:16, 25.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 39/469 [00:01<00:16, 25.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   8%|▊         | 39/469 [00:01<00:16, 25.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▊         | 40/469 [00:01<00:16, 25.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▊         | 40/469 [00:01<00:16, 25.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▊         | 41/469 [00:01<00:16, 26.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▊         | 41/469 [00:01<00:16, 26.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▉         | 42/469 [00:01<00:16, 26.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▉         | 42/469 [00:01<00:16, 26.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▉         | 43/469 [00:01<00:15, 26.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▉         | 43/469 [00:01<00:15, 26.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▉         | 44/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:   9%|▉         | 44/469 [00:01<00:15, 26.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|▉         | 45/469 [00:01<00:15, 27.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|▉         | 45/469 [00:01<00:15, 27.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|▉         | 46/469 [00:01<00:15, 27.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|▉         | 46/469 [00:01<00:15, 27.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|█         | 47/469 [00:01<00:15, 27.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|█         | 47/469 [00:01<00:15, 27.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|█         | 48/469 [00:01<00:15, 27.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|█         | 48/469 [00:01<00:15, 27.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|█         | 49/469 [00:01<00:14, 28.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  10%|█         | 49/469 [00:01<00:15, 27.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█         | 50/469 [00:01<00:14, 28.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█         | 50/469 [00:01<00:14, 28.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█         | 51/469 [00:01<00:14, 28.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█         | 51/469 [00:01<00:14, 28.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█         | 52/469 [00:01<00:14, 28.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█         | 52/469 [00:01<00:14, 28.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█▏        | 53/469 [00:01<00:14, 28.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  11%|█▏        | 53/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 54/469 [00:01<00:14, 28.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 54/469 [00:01<00:14, 28.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 55/469 [00:01<00:14, 29.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 55/469 [00:01<00:14, 29.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 56/469 [00:01<00:14, 29.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 56/469 [00:01<00:14, 29.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 57/469 [00:01<00:14, 29.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 57/469 [00:01<00:14, 29.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 58/469 [00:01<00:13, 29.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  12%|█▏        | 58/469 [00:01<00:13, 29.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 59/469 [00:01<00:13, 29.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 59/469 [00:01<00:13, 29.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 60/469 [00:02<00:13, 29.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 60/469 [00:02<00:13, 29.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 61/469 [00:02<00:13, 29.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 61/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 62/469 [00:02<00:13, 30.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 62/469 [00:02<00:13, 30.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 63/469 [00:02<00:13, 30.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  13%|█▎        | 63/469 [00:02<00:13, 30.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▎        | 64/469 [00:02<00:13, 30.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▎        | 64/469 [00:02<00:13, 30.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 65/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 65/469 [00:02<00:13, 30.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 66/469 [00:02<00:13, 30.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 66/469 [00:02<00:13, 30.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 67/469 [00:02<00:13, 30.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 67/469 [00:02<00:13, 30.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 68/469 [00:02<00:13, 30.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  14%|█▍        | 68/469 [00:02<00:13, 30.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▍        | 69/469 [00:02<00:12, 30.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▍        | 69/469 [00:02<00:12, 30.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▍        | 70/469 [00:02<00:12, 31.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▍        | 70/469 [00:02<00:12, 31.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▌        | 71/469 [00:02<00:12, 31.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▌        | 71/469 [00:02<00:12, 31.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▌        | 72/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  15%|█▌        | 72/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 73/469 [00:02<00:12, 31.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 73/469 [00:02<00:12, 31.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 74/469 [00:02<00:12, 31.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 74/469 [00:02<00:12, 31.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 75/469 [00:02<00:12, 31.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 75/469 [00:02<00:12, 31.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 76/469 [00:02<00:12, 31.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▌        | 76/469 [00:02<00:12, 31.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▋        | 77/469 [00:02<00:12, 31.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  16%|█▋        | 77/469 [00:02<00:12, 31.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 78/469 [00:02<00:12, 31.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 78/469 [00:02<00:12, 31.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 79/469 [00:02<00:12, 31.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 79/469 [00:02<00:12, 31.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 80/469 [00:02<00:12, 32.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 80/469 [00:02<00:12, 32.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 81/469 [00:02<00:12, 32.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 81/469 [00:02<00:12, 32.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 82/469 [00:02<00:12, 32.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  17%|█▋        | 82/469 [00:02<00:12, 32.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 83/469 [00:02<00:11, 32.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 83/469 [00:02<00:11, 32.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 84/469 [00:02<00:11, 32.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 84/469 [00:02<00:11, 32.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 85/469 [00:02<00:11, 32.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 85/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 86/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  18%|█▊        | 86/469 [00:02<00:11, 32.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▊        | 87/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▊        | 87/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 88/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 88/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 89/469 [00:02<00:11, 32.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 89/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 90/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 90/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 91/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  19%|█▉        | 91/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|█▉        | 92/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|█▉        | 92/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|█▉        | 93/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|█▉        | 93/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|██        | 94/469 [00:02<00:11, 33.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|██        | 94/469 [00:02<00:11, 33.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|██        | 95/469 [00:02<00:11, 33.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|██        | 95/469 [00:02<00:11, 33.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|██        | 96/469 [00:02<00:11, 33.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  20%|██        | 96/469 [00:02<00:11, 33.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██        | 97/469 [00:02<00:11, 33.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██        | 97/469 [00:02<00:11, 33.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██        | 98/469 [00:02<00:11, 33.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██        | 98/469 [00:02<00:11, 33.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██        | 99/469 [00:02<00:11, 33.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██        | 99/469 [00:02<00:11, 33.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██▏       | 100/469 [00:02<00:10, 33.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  21%|██▏       | 100/469 [00:02<00:10, 33.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 101/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 101/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 102/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 102/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 103/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 103/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 104/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 104/469 [00:03<00:10, 33.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 105/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  22%|██▏       | 105/469 [00:03<00:10, 33.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 106/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 106/469 [00:03<00:10, 33.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 107/469 [00:03<00:10, 34.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 107/469 [00:03<00:10, 34.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 108/469 [00:03<00:10, 34.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 108/469 [00:03<00:10, 34.07it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 109/469 [00:03<00:10, 34.13it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 109/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 110/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  23%|██▎       | 110/469 [00:03<00:10, 34.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▎       | 111/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▎       | 111/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▍       | 112/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▍       | 112/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▍       | 113/469 [00:03<00:10, 34.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▍       | 113/469 [00:03<00:10, 34.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▍       | 114/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  24%|██▍       | 114/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▍       | 115/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▍       | 115/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▍       | 116/469 [00:03<00:10, 34.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▍       | 116/469 [00:03<00:10, 34.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▍       | 117/469 [00:03<00:10, 34.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▍       | 117/469 [00:03<00:10, 34.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▌       | 118/469 [00:03<00:10, 34.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▌       | 118/469 [00:03<00:10, 34.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▌       | 119/469 [00:03<00:10, 34.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  25%|██▌       | 119/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 120/469 [00:03<00:10, 34.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 120/469 [00:03<00:10, 34.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 121/469 [00:03<00:10, 34.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 121/469 [00:03<00:10, 34.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 122/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 122/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 123/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▌       | 123/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▋       | 124/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  26%|██▋       | 124/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 125/469 [00:03<00:09, 34.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 125/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 126/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 126/469 [00:03<00:09, 34.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 127/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 127/469 [00:03<00:09, 35.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 128/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  27%|██▋       | 128/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 129/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 129/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 130/469 [00:03<00:09, 35.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 130/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 131/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 131/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 132/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 132/469 [00:03<00:09, 35.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 133/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  28%|██▊       | 133/469 [00:03<00:09, 35.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▊       | 134/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▊       | 134/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 135/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 135/469 [00:03<00:09, 35.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 136/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 136/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 137/469 [00:03<00:09, 35.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 137/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 138/469 [00:03<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  29%|██▉       | 138/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|██▉       | 139/469 [00:03<00:09, 35.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|██▉       | 139/469 [00:03<00:09, 35.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|██▉       | 140/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|██▉       | 140/469 [00:03<00:09, 35.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|███       | 141/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|███       | 141/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|███       | 142/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|███       | 142/469 [00:03<00:09, 35.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|███       | 143/469 [00:04<00:09, 35.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  30%|███       | 143/469 [00:04<00:09, 35.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███       | 144/469 [00:04<00:09, 35.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███       | 144/469 [00:04<00:09, 35.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███       | 145/469 [00:04<00:09, 35.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███       | 145/469 [00:04<00:09, 35.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███       | 146/469 [00:04<00:09, 35.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███       | 146/469 [00:04<00:09, 35.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███▏      | 147/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  31%|███▏      | 147/469 [00:04<00:08, 35.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 148/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 148/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 149/469 [00:04<00:08, 35.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 149/469 [00:04<00:08, 35.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 150/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 150/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 151/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 151/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 152/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  32%|███▏      | 152/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 153/469 [00:04<00:08, 35.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 153/469 [00:04<00:08, 35.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 154/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 154/469 [00:04<00:08, 36.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 155/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 155/469 [00:04<00:08, 36.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 157/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  33%|███▎      | 157/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▎      | 158/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▎      | 158/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▍      | 159/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▍      | 159/469 [00:04<00:08, 36.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▍      | 160/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▍      | 160/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▍      | 161/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  34%|███▍      | 161/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▍      | 162/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▍      | 162/469 [00:04<00:08, 36.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▍      | 163/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▍      | 163/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▍      | 164/469 [00:04<00:08, 36.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▍      | 164/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▌      | 165/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▌      | 165/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▌      | 166/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  35%|███▌      | 166/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 167/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 167/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 168/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 168/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 169/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 169/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 170/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▌      | 170/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▋      | 171/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  36%|███▋      | 171/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 172/469 [00:04<00:08, 36.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 172/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 173/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 173/469 [00:04<00:08, 36.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 174/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 174/469 [00:04<00:08, 36.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 175/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  37%|███▋      | 175/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 176/469 [00:04<00:07, 36.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 176/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 177/469 [00:04<00:07, 36.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 177/469 [00:04<00:07, 36.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 178/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 178/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 179/469 [00:04<00:07, 36.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 179/469 [00:04<00:07, 36.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 180/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  38%|███▊      | 180/469 [00:04<00:07, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▊      | 181/469 [00:04<00:07, 36.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▊      | 181/469 [00:04<00:07, 36.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 182/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 182/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 183/469 [00:04<00:07, 36.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 183/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 184/469 [00:04<00:07, 36.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 184/469 [00:04<00:07, 36.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 185/469 [00:05<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  39%|███▉      | 185/469 [00:05<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|███▉      | 186/469 [00:05<00:07, 36.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|███▉      | 186/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|███▉      | 187/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|███▉      | 187/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|████      | 188/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|████      | 188/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|████      | 189/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  40%|████      | 189/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 190/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 190/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 191/469 [00:05<00:07, 37.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 191/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 192/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 192/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 193/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████      | 193/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████▏     | 194/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  41%|████▏     | 194/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 195/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 195/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 196/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 196/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 197/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 197/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 198/469 [00:05<00:07, 37.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 198/469 [00:05<00:07, 37.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 199/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  42%|████▏     | 199/469 [00:05<00:07, 37.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 200/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 200/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 201/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 201/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 202/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 202/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 203/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 203/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 204/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  43%|████▎     | 204/469 [00:05<00:07, 37.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▎     | 205/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▎     | 205/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▍     | 206/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▍     | 206/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▍     | 207/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▍     | 207/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▍     | 208/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  44%|████▍     | 208/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▍     | 209/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▍     | 209/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▍     | 210/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▍     | 210/469 [00:05<00:06, 37.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▍     | 211/469 [00:05<00:06, 37.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▍     | 211/469 [00:05<00:06, 37.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▌     | 212/469 [00:05<00:06, 37.43it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▌     | 212/469 [00:05<00:06, 37.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▌     | 213/469 [00:05<00:06, 37.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  45%|████▌     | 213/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▌     | 214/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▌     | 214/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▌     | 215/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▌     | 215/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▌     | 216/469 [00:05<00:06, 37.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▌     | 216/469 [00:05<00:06, 37.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▋     | 217/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▋     | 217/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▋     | 218/469 [00:05<00:06, 37.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  46%|████▋     | 218/469 [00:05<00:06, 37.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 219/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 219/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 220/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 220/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 221/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 221/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 222/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  47%|████▋     | 222/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 223/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 223/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 224/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 224/469 [00:05<00:06, 37.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 225/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 225/469 [00:05<00:06, 37.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 226/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 226/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 227/469 [00:06<00:06, 37.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  48%|████▊     | 227/469 [00:06<00:06, 37.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▊     | 228/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▊     | 228/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 229/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 229/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 230/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 230/469 [00:06<00:06, 37.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 231/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 231/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 232/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  49%|████▉     | 232/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|████▉     | 233/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|████▉     | 233/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|████▉     | 234/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|████▉     | 234/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|█████     | 235/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|█████     | 235/469 [00:06<00:06, 37.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|█████     | 236/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  50%|█████     | 236/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 237/469 [00:06<00:06, 37.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 237/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 240/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████     | 240/469 [00:06<00:06, 37.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████▏    | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  51%|█████▏    | 241/469 [00:06<00:06, 37.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 242/469 [00:06<00:05, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 243/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 244/469 [00:06<00:05, 37.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 246/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  52%|█████▏    | 246/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 247/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 247/469 [00:06<00:05, 37.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 248/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 249/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 249/469 [00:06<00:05, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 250/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  53%|█████▎    | 250/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▎    | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▎    | 251/469 [00:06<00:05, 38.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▎    | 252/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▎    | 252/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▍    | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▍    | 253/469 [00:06<00:05, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▍    | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▍    | 254/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▍    | 255/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  54%|█████▍    | 255/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▍    | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▍    | 256/469 [00:06<00:05, 38.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▍    | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▍    | 257/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▌    | 258/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▌    | 258/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▌    | 259/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▌    | 259/469 [00:06<00:05, 38.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▌    | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  55%|█████▌    | 260/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▌    | 261/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▌    | 261/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▌    | 262/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▌    | 262/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▌    | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▌    | 263/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▋    | 264/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  56%|█████▋    | 264/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 265/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 265/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 266/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 266/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 267/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 267/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 268/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 268/469 [00:07<00:05, 38.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 269/469 [00:07<00:05, 38.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  57%|█████▋    | 269/469 [00:07<00:05, 38.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 270/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 270/469 [00:07<00:05, 38.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 271/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 271/469 [00:07<00:05, 38.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 272/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 272/469 [00:07<00:05, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 273/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 273/469 [00:07<00:05, 38.31it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 274/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  58%|█████▊    | 274/469 [00:07<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▊    | 275/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▊    | 275/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 276/469 [00:07<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 276/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 277/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 277/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 278/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 278/469 [00:07<00:04, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 279/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  59%|█████▉    | 279/469 [00:07<00:04, 38.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|█████▉    | 280/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|█████▉    | 280/469 [00:07<00:04, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|█████▉    | 281/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|█████▉    | 281/469 [00:07<00:04, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|██████    | 282/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|██████    | 282/469 [00:07<00:04, 38.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|██████    | 283/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  60%|██████    | 283/469 [00:07<00:04, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 284/469 [00:07<00:04, 38.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 284/469 [00:07<00:04, 38.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 285/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 285/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 286/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 286/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 287/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████    | 287/469 [00:07<00:04, 38.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████▏   | 288/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  61%|██████▏   | 288/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 289/469 [00:07<00:04, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 289/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 290/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 290/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 291/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 291/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 292/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 292/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 293/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  62%|██████▏   | 293/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 294/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 294/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 295/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 295/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 296/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 296/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 297/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  63%|██████▎   | 297/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▎   | 298/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▎   | 298/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 299/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 299/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 300/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 300/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 301/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 301/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 302/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  64%|██████▍   | 302/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▍   | 303/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▍   | 303/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▍   | 304/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▍   | 304/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▌   | 305/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▌   | 305/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▌   | 306/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▌   | 306/469 [00:07<00:04, 38.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▌   | 307/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  65%|██████▌   | 307/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▌   | 308/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▌   | 308/469 [00:07<00:04, 38.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▌   | 309/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▌   | 309/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▌   | 310/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▌   | 310/469 [00:08<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▋   | 311/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  66%|██████▋   | 311/469 [00:08<00:04, 38.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 312/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 312/469 [00:08<00:04, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 313/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 313/469 [00:08<00:04, 38.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 314/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 314/469 [00:08<00:04, 38.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 315/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 315/469 [00:08<00:03, 38.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 316/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  67%|██████▋   | 316/469 [00:08<00:03, 38.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 317/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 317/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 318/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 318/469 [00:08<00:03, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 319/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 319/469 [00:08<00:03, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 320/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 320/469 [00:08<00:03, 38.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 321/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  68%|██████▊   | 321/469 [00:08<00:03, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▊   | 322/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▊   | 322/469 [00:08<00:03, 38.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▉   | 323/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▉   | 323/469 [00:08<00:03, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▉   | 324/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▉   | 324/469 [00:08<00:03, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▉   | 325/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  69%|██████▉   | 325/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|██████▉   | 326/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|██████▉   | 326/469 [00:08<00:03, 38.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|██████▉   | 327/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|██████▉   | 327/469 [00:08<00:03, 38.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|██████▉   | 328/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|██████▉   | 328/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|███████   | 329/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|███████   | 329/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|███████   | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  70%|███████   | 330/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 331/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 331/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 332/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 332/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 333/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 333/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 334/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████   | 334/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████▏  | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  71%|███████▏  | 335/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 336/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 336/469 [00:08<00:03, 38.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 337/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 337/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 338/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 339/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 340/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  72%|███████▏  | 340/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 341/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 341/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 342/469 [00:08<00:03, 38.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 343/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 343/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  73%|███████▎  | 344/469 [00:08<00:03, 38.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▎  | 345/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▎  | 345/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 346/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 347/469 [00:08<00:03, 39.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 348/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 349/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  74%|███████▍  | 349/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▍  | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▍  | 350/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▍  | 351/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▍  | 351/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▌  | 352/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▌  | 352/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▌  | 353/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▌  | 353/469 [00:09<00:02, 39.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▌  | 354/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  75%|███████▌  | 354/469 [00:09<00:02, 39.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▌  | 355/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▌  | 355/469 [00:09<00:02, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▌  | 356/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▌  | 356/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▌  | 357/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▌  | 357/469 [00:09<00:02, 39.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▋  | 358/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  76%|███████▋  | 358/469 [00:09<00:02, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 359/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 359/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 360/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 360/469 [00:09<00:02, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 361/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 361/469 [00:09<00:02, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 362/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 362/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 363/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  77%|███████▋  | 363/469 [00:09<00:02, 39.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 364/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 364/469 [00:09<00:02, 39.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 365/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 365/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 366/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 366/469 [00:09<00:02, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 367/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 367/469 [00:09<00:02, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 368/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  78%|███████▊  | 368/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▊  | 369/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▊  | 369/469 [00:09<00:02, 39.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▉  | 370/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▉  | 370/469 [00:09<00:02, 39.16it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▉  | 371/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▉  | 371/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▉  | 372/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  79%|███████▉  | 372/469 [00:09<00:02, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|███████▉  | 373/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|███████▉  | 373/469 [00:09<00:02, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|███████▉  | 374/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|███████▉  | 374/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|███████▉  | 375/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|███████▉  | 375/469 [00:09<00:02, 39.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|████████  | 376/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|████████  | 376/469 [00:09<00:02, 39.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|████████  | 377/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  80%|████████  | 377/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 378/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 378/469 [00:09<00:02, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 379/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 379/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 380/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 380/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 381/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████  | 381/469 [00:09<00:02, 39.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████▏ | 382/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  81%|████████▏ | 382/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 383/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 384/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 384/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 385/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 385/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 386/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  82%|████████▏ | 386/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 387/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 387/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 388/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 388/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 389/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 390/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 390/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  83%|████████▎ | 391/469 [00:09<00:01, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▎ | 392/469 [00:09<00:01, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▎ | 392/469 [00:09<00:01, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 393/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 393/469 [00:10<00:01, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 394/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 394/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 395/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 395/469 [00:10<00:01, 39.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 396/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  84%|████████▍ | 396/469 [00:10<00:01, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▍ | 397/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▍ | 397/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▍ | 398/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▍ | 398/469 [00:10<00:01, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▌ | 399/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▌ | 399/469 [00:10<00:01, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▌ | 400/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  85%|████████▌ | 400/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 401/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 401/469 [00:10<00:01, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 402/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 402/469 [00:10<00:01, 39.35it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 403/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 403/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 404/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▌ | 404/469 [00:10<00:01, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▋ | 405/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  86%|████████▋ | 405/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 406/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 406/469 [00:10<00:01, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 407/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 407/469 [00:10<00:01, 39.38it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 408/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 408/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 409/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 409/469 [00:10<00:01, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 410/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  87%|████████▋ | 410/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 411/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 411/469 [00:10<00:01, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 412/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 412/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 413/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 413/469 [00:10<00:01, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 414/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 414/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 415/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  88%|████████▊ | 415/469 [00:10<00:01, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▊ | 416/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▊ | 416/469 [00:10<00:01, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▉ | 417/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▉ | 417/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▉ | 418/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▉ | 418/469 [00:10<00:01, 39.44it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▉ | 419/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  89%|████████▉ | 419/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|████████▉ | 420/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|████████▉ | 420/469 [00:10<00:01, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|████████▉ | 421/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|████████▉ | 421/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|████████▉ | 422/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|████████▉ | 422/469 [00:10<00:01, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|█████████ | 423/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|█████████ | 423/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|█████████ | 424/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  90%|█████████ | 424/469 [00:10<00:01, 39.47it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████ | 425/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████ | 425/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████ | 426/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████ | 426/469 [00:10<00:01, 39.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████ | 427/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████ | 427/469 [00:10<00:01, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████▏| 428/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████▏| 428/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████▏| 429/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  91%|█████████▏| 429/469 [00:10<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 430/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 430/469 [00:10<00:00, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 431/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 431/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 432/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 432/469 [00:10<00:00, 39.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 433/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  92%|█████████▏| 433/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 434/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 434/469 [00:10<00:00, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 435/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 435/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 436/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 436/469 [00:11<00:00, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 437/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 437/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 438/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  93%|█████████▎| 438/469 [00:11<00:00, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▎| 439/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▎| 439/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 440/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 440/469 [00:11<00:00, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 441/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 441/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 442/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 442/469 [00:11<00:00, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 443/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  94%|█████████▍| 443/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▍| 444/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▍| 444/469 [00:11<00:00, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▍| 445/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▍| 445/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▌| 446/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▌| 446/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▌| 447/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  95%|█████████▌| 447/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 448/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 448/469 [00:11<00:00, 39.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 449/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 449/469 [00:11<00:00, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 450/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 450/469 [00:11<00:00, 39.60it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 451/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▌| 451/469 [00:11<00:00, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▋| 452/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  96%|█████████▋| 452/469 [00:11<00:00, 39.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 453/469 [00:11<00:00, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 453/469 [00:11<00:00, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 454/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 454/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 455/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 455/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 456/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 456/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 457/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  97%|█████████▋| 457/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 458/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 458/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 459/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 459/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 460/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 460/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 461/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  98%|█████████▊| 461/469 [00:11<00:00, 39.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▊| 462/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▊| 462/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▊| 463/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▊| 463/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▉| 464/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▉| 464/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▉| 465/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▉| 465/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▉| 466/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6:  99%|█████████▉| 466/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 467/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 467/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 468/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|█████████▉| 468/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|██████████| 469/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]
Epoch 6: 100%|██████████| 469/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.982, f1/val=0.982, precision/val=0.982, recall/val=0.982]

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Epoch 6: 100%|██████████| 469/469 [00:13<00:00, 35.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 6: 100%|██████████| 469/469 [00:13<00:00, 35.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 6:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   0%|          | 1/469 [00:00<04:53,  1.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   0%|          | 1/469 [00:00<04:53,  1.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   0%|          | 2/469 [00:00<02:32,  3.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   0%|          | 2/469 [00:00<02:32,  3.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|          | 3/469 [00:00<01:44,  4.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|          | 3/469 [00:00<01:44,  4.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|          | 4/469 [00:00<01:21,  5.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|          | 4/469 [00:00<01:21,  5.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|          | 5/469 [00:00<01:07,  6.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|          | 5/469 [00:00<01:07,  6.88it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|▏         | 6/469 [00:00<00:58,  7.98it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|▏         | 6/469 [00:00<00:58,  7.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|▏         | 7/469 [00:00<00:51,  8.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   1%|▏         | 7/469 [00:00<00:51,  8.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 8/469 [00:00<00:46,  9.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 8/469 [00:00<00:46,  9.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 9/469 [00:00<00:42, 10.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 9/469 [00:00<00:42, 10.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 10/469 [00:00<00:39, 11.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 10/469 [00:00<00:39, 11.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 11/469 [00:00<00:36, 12.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   2%|▏         | 11/469 [00:00<00:36, 12.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 12/469 [00:00<00:34, 13.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 12/469 [00:00<00:34, 13.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 13/469 [00:00<00:32, 14.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 13/469 [00:00<00:32, 14.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 14/469 [00:00<00:30, 14.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 14/469 [00:00<00:30, 14.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 15/469 [00:00<00:29, 15.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 15/469 [00:00<00:29, 15.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 16/469 [00:00<00:28, 16.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   3%|▎         | 16/469 [00:00<00:28, 16.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▎         | 17/469 [00:01<00:27, 16.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▎         | 17/469 [00:01<00:27, 16.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 18/469 [00:01<00:26, 17.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 18/469 [00:01<00:26, 17.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 19/469 [00:01<00:25, 17.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 19/469 [00:01<00:25, 17.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 20/469 [00:01<00:24, 18.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 20/469 [00:01<00:24, 18.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 21/469 [00:01<00:23, 18.89it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   4%|▍         | 21/469 [00:01<00:23, 18.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▍         | 22/469 [00:01<00:23, 19.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▍         | 22/469 [00:01<00:23, 19.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▍         | 23/469 [00:01<00:22, 19.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▍         | 23/469 [00:01<00:22, 19.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▌         | 24/469 [00:01<00:21, 20.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▌         | 24/469 [00:01<00:21, 20.26it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▌         | 25/469 [00:01<00:21, 20.70it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   5%|▌         | 25/469 [00:01<00:21, 20.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 26/469 [00:01<00:20, 21.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 26/469 [00:01<00:20, 21.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 27/469 [00:01<00:20, 21.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 27/469 [00:01<00:20, 21.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 28/469 [00:01<00:20, 21.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 28/469 [00:01<00:20, 21.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 29/469 [00:01<00:19, 22.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▌         | 29/469 [00:01<00:19, 22.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▋         | 30/469 [00:01<00:19, 22.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   6%|▋         | 30/469 [00:01<00:19, 22.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 31/469 [00:01<00:19, 22.94it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 31/469 [00:01<00:19, 22.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 32/469 [00:01<00:18, 23.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 32/469 [00:01<00:18, 23.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 33/469 [00:01<00:18, 23.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 33/469 [00:01<00:18, 23.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 34/469 [00:01<00:18, 23.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 34/469 [00:01<00:18, 23.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 35/469 [00:01<00:17, 24.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   7%|▋         | 35/469 [00:01<00:17, 24.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 36/469 [00:01<00:17, 24.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 36/469 [00:01<00:17, 24.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 37/469 [00:01<00:17, 24.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 37/469 [00:01<00:17, 24.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 38/469 [00:01<00:17, 25.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 38/469 [00:01<00:17, 25.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 39/469 [00:01<00:17, 25.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   8%|▊         | 39/469 [00:01<00:17, 25.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▊         | 40/469 [00:01<00:16, 25.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▊         | 40/469 [00:01<00:16, 25.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▊         | 41/469 [00:01<00:16, 25.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▊         | 41/469 [00:01<00:16, 25.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▉         | 42/469 [00:01<00:16, 25.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▉         | 42/469 [00:01<00:16, 25.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▉         | 43/469 [00:01<00:16, 26.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▉         | 43/469 [00:01<00:16, 26.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▉         | 44/469 [00:01<00:16, 26.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:   9%|▉         | 44/469 [00:01<00:16, 26.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|▉         | 45/469 [00:01<00:15, 26.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|▉         | 45/469 [00:01<00:15, 26.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|▉         | 46/469 [00:01<00:15, 26.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|▉         | 46/469 [00:01<00:15, 26.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|█         | 47/469 [00:01<00:15, 27.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|█         | 47/469 [00:01<00:15, 27.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|█         | 48/469 [00:01<00:15, 27.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|█         | 48/469 [00:01<00:15, 27.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|█         | 49/469 [00:01<00:15, 27.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  10%|█         | 49/469 [00:01<00:15, 27.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█         | 50/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█         | 50/469 [00:01<00:15, 27.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█         | 51/469 [00:01<00:15, 27.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█         | 51/469 [00:01<00:15, 27.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█         | 52/469 [00:01<00:14, 28.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█         | 52/469 [00:01<00:14, 28.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█▏        | 53/469 [00:01<00:14, 28.20it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  11%|█▏        | 53/469 [00:01<00:14, 28.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 54/469 [00:01<00:14, 28.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 54/469 [00:01<00:14, 28.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 55/469 [00:01<00:14, 28.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 55/469 [00:01<00:14, 28.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 56/469 [00:01<00:14, 28.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 56/469 [00:01<00:14, 28.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 57/469 [00:01<00:14, 28.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 57/469 [00:01<00:14, 28.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 58/469 [00:01<00:14, 29.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  12%|█▏        | 58/469 [00:01<00:14, 29.04it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 59/469 [00:02<00:14, 29.20it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 59/469 [00:02<00:14, 29.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 60/469 [00:02<00:13, 29.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 60/469 [00:02<00:13, 29.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 61/469 [00:02<00:13, 29.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 61/469 [00:02<00:13, 29.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 62/469 [00:02<00:13, 29.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 62/469 [00:02<00:13, 29.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 63/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  13%|█▎        | 63/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▎        | 64/469 [00:02<00:13, 29.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▎        | 64/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 65/469 [00:02<00:13, 30.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 65/469 [00:02<00:13, 30.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 66/469 [00:02<00:13, 30.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 66/469 [00:02<00:13, 30.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 67/469 [00:02<00:13, 30.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 67/469 [00:02<00:13, 30.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 68/469 [00:02<00:13, 30.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  14%|█▍        | 68/469 [00:02<00:13, 30.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▍        | 69/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▍        | 69/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▍        | 70/469 [00:02<00:13, 30.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▍        | 70/469 [00:02<00:13, 30.62it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▌        | 71/469 [00:02<00:12, 30.75it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▌        | 71/469 [00:02<00:12, 30.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▌        | 72/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  15%|█▌        | 72/469 [00:02<00:12, 30.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 73/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 73/469 [00:02<00:12, 30.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 74/469 [00:02<00:12, 31.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 74/469 [00:02<00:12, 31.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 75/469 [00:02<00:12, 31.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 75/469 [00:02<00:12, 31.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 76/469 [00:02<00:12, 31.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▌        | 76/469 [00:02<00:12, 31.28it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▋        | 77/469 [00:02<00:12, 31.39it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  16%|█▋        | 77/469 [00:02<00:12, 31.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 78/469 [00:02<00:12, 31.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 78/469 [00:02<00:12, 31.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 79/469 [00:02<00:12, 31.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 79/469 [00:02<00:12, 31.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 80/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 80/469 [00:02<00:12, 31.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 81/469 [00:02<00:12, 31.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 81/469 [00:02<00:12, 31.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 82/469 [00:02<00:12, 31.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  17%|█▋        | 82/469 [00:02<00:12, 31.86it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 83/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 83/469 [00:02<00:12, 31.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 84/469 [00:02<00:12, 32.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 84/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 85/469 [00:02<00:11, 32.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 85/469 [00:02<00:11, 32.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 86/469 [00:02<00:11, 32.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  18%|█▊        | 86/469 [00:02<00:11, 32.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▊        | 87/469 [00:02<00:11, 32.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▊        | 87/469 [00:02<00:11, 32.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 88/469 [00:02<00:11, 32.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 88/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 89/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 89/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 90/469 [00:02<00:11, 32.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 90/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 91/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  19%|█▉        | 91/469 [00:02<00:11, 32.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|█▉        | 92/469 [00:02<00:11, 32.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|█▉        | 92/469 [00:02<00:11, 32.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|█▉        | 93/469 [00:02<00:11, 32.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|█▉        | 93/469 [00:02<00:11, 32.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|██        | 94/469 [00:02<00:11, 32.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|██        | 94/469 [00:02<00:11, 32.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|██        | 95/469 [00:02<00:11, 32.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|██        | 95/469 [00:02<00:11, 32.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|██        | 96/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  20%|██        | 96/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██        | 97/469 [00:02<00:11, 33.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██        | 97/469 [00:02<00:11, 33.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██        | 98/469 [00:02<00:11, 33.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██        | 98/469 [00:02<00:11, 33.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██        | 99/469 [00:02<00:11, 33.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██        | 99/469 [00:02<00:11, 33.19it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██▏       | 100/469 [00:03<00:11, 33.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  21%|██▏       | 100/469 [00:03<00:11, 33.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 101/469 [00:03<00:11, 33.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 101/469 [00:03<00:11, 33.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 102/469 [00:03<00:10, 33.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 102/469 [00:03<00:10, 33.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 103/469 [00:03<00:10, 33.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 103/469 [00:03<00:10, 33.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 104/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 104/469 [00:03<00:10, 33.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 105/469 [00:03<00:10, 33.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  22%|██▏       | 105/469 [00:03<00:10, 33.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 106/469 [00:03<00:10, 33.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 106/469 [00:03<00:10, 33.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 107/469 [00:03<00:10, 33.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 107/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 108/469 [00:03<00:10, 33.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 108/469 [00:03<00:10, 33.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 109/469 [00:03<00:10, 33.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 109/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  23%|██▎       | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▎       | 111/469 [00:03<00:10, 33.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▎       | 111/469 [00:03<00:10, 33.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▍       | 112/469 [00:03<00:10, 34.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▍       | 112/469 [00:03<00:10, 34.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▍       | 113/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▍       | 113/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▍       | 114/469 [00:03<00:10, 34.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  24%|██▍       | 114/469 [00:03<00:10, 34.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▍       | 115/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▍       | 115/469 [00:03<00:10, 34.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▍       | 116/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▍       | 116/469 [00:03<00:10, 34.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▍       | 117/469 [00:03<00:10, 34.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▍       | 117/469 [00:03<00:10, 34.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▌       | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▌       | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▌       | 119/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  25%|██▌       | 119/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 120/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 120/469 [00:03<00:10, 34.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 121/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 121/469 [00:03<00:10, 34.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 123/469 [00:03<00:09, 34.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▌       | 123/469 [00:03<00:09, 34.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▋       | 124/469 [00:03<00:09, 34.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  26%|██▋       | 124/469 [00:03<00:09, 34.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 125/469 [00:03<00:09, 34.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 125/469 [00:03<00:09, 34.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 126/469 [00:03<00:09, 34.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 126/469 [00:03<00:09, 34.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 127/469 [00:03<00:09, 34.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 127/469 [00:03<00:09, 34.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  27%|██▋       | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 129/469 [00:03<00:09, 34.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 129/469 [00:03<00:09, 34.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 131/469 [00:03<00:09, 35.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 132/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 132/469 [00:03<00:09, 35.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 133/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  28%|██▊       | 133/469 [00:03<00:09, 35.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▊       | 134/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▊       | 134/469 [00:03<00:09, 35.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 135/469 [00:03<00:09, 35.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 135/469 [00:03<00:09, 35.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 136/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 136/469 [00:03<00:09, 35.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 137/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 137/469 [00:03<00:09, 35.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 138/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  29%|██▉       | 138/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|██▉       | 139/469 [00:03<00:09, 35.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|██▉       | 139/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|██▉       | 140/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|██▉       | 140/469 [00:03<00:09, 35.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|███       | 141/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|███       | 141/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|███       | 142/469 [00:04<00:09, 35.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|███       | 142/469 [00:04<00:09, 35.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|███       | 143/469 [00:04<00:09, 35.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  30%|███       | 143/469 [00:04<00:09, 35.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███       | 144/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███       | 144/469 [00:04<00:09, 35.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███       | 145/469 [00:04<00:09, 35.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███       | 145/469 [00:04<00:09, 35.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███       | 146/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███       | 146/469 [00:04<00:09, 35.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███▏      | 147/469 [00:04<00:09, 35.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  31%|███▏      | 147/469 [00:04<00:09, 35.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 148/469 [00:04<00:08, 35.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 148/469 [00:04<00:08, 35.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 149/469 [00:04<00:08, 35.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 149/469 [00:04<00:08, 35.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 150/469 [00:04<00:08, 35.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 150/469 [00:04<00:08, 35.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 151/469 [00:04<00:08, 35.78it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 151/469 [00:04<00:08, 35.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 152/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  32%|███▏      | 152/469 [00:04<00:08, 35.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 153/469 [00:04<00:08, 35.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 153/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 154/469 [00:04<00:08, 35.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 154/469 [00:04<00:08, 35.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 155/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 155/469 [00:04<00:08, 35.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 156/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 156/469 [00:04<00:08, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 157/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  33%|███▎      | 157/469 [00:04<00:08, 35.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▎      | 158/469 [00:04<00:08, 36.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▎      | 158/469 [00:04<00:08, 36.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▍      | 159/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▍      | 159/469 [00:04<00:08, 36.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▍      | 160/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▍      | 160/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▍      | 161/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  34%|███▍      | 161/469 [00:04<00:08, 36.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▍      | 162/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▍      | 162/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▍      | 163/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▍      | 163/469 [00:04<00:08, 36.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▍      | 164/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▍      | 164/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▌      | 165/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▌      | 165/469 [00:04<00:08, 36.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▌      | 166/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  35%|███▌      | 166/469 [00:04<00:08, 36.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 167/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 167/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 168/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 168/469 [00:04<00:08, 36.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 169/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 169/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 170/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▌      | 170/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▋      | 171/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  36%|███▋      | 171/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 172/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 172/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 173/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 173/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 174/469 [00:04<00:08, 36.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 174/469 [00:04<00:08, 36.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 175/469 [00:04<00:08, 36.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  37%|███▋      | 175/469 [00:04<00:08, 36.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 176/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 176/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 177/469 [00:04<00:07, 36.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 177/469 [00:04<00:07, 36.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 178/469 [00:04<00:07, 36.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 178/469 [00:04<00:07, 36.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 179/469 [00:04<00:07, 36.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 179/469 [00:04<00:07, 36.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 180/469 [00:04<00:07, 36.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  38%|███▊      | 180/469 [00:04<00:07, 36.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▊      | 181/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▊      | 181/469 [00:04<00:07, 36.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 182/469 [00:04<00:07, 36.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 182/469 [00:04<00:07, 36.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 183/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 183/469 [00:04<00:07, 36.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 184/469 [00:05<00:07, 36.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 184/469 [00:05<00:07, 36.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 185/469 [00:05<00:07, 36.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  39%|███▉      | 185/469 [00:05<00:07, 36.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|███▉      | 186/469 [00:05<00:07, 36.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|███▉      | 186/469 [00:05<00:07, 36.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|███▉      | 187/469 [00:05<00:07, 36.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|███▉      | 187/469 [00:05<00:07, 36.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|████      | 188/469 [00:05<00:07, 36.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|████      | 188/469 [00:05<00:07, 36.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|████      | 189/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  40%|████      | 189/469 [00:05<00:07, 36.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 190/469 [00:05<00:07, 36.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 190/469 [00:05<00:07, 36.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 191/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 191/469 [00:05<00:07, 36.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 192/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 192/469 [00:05<00:07, 36.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 193/469 [00:05<00:07, 36.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████      | 193/469 [00:05<00:07, 36.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████▏     | 194/469 [00:05<00:07, 36.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  41%|████▏     | 194/469 [00:05<00:07, 36.95it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 195/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 195/469 [00:05<00:07, 36.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 196/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 196/469 [00:05<00:07, 37.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 197/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 197/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 198/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 198/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 199/469 [00:05<00:07, 37.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  42%|████▏     | 199/469 [00:05<00:07, 37.05it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 200/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 200/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 201/469 [00:05<00:07, 37.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 201/469 [00:05<00:07, 37.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 202/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 202/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 203/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 203/469 [00:05<00:07, 37.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 204/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  43%|████▎     | 204/469 [00:05<00:07, 37.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▎     | 205/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▎     | 205/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▍     | 206/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▍     | 206/469 [00:05<00:07, 37.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▍     | 207/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▍     | 207/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▍     | 208/469 [00:05<00:07, 37.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  44%|████▍     | 208/469 [00:05<00:07, 37.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▍     | 209/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▍     | 209/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▍     | 210/469 [00:05<00:06, 37.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▍     | 210/469 [00:05<00:06, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▍     | 211/469 [00:05<00:06, 37.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▍     | 211/469 [00:05<00:06, 37.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▌     | 212/469 [00:05<00:06, 37.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▌     | 212/469 [00:05<00:06, 37.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▌     | 213/469 [00:05<00:06, 37.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  45%|████▌     | 213/469 [00:05<00:06, 37.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▌     | 214/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▌     | 214/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▌     | 215/469 [00:05<00:06, 37.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▌     | 215/469 [00:05<00:06, 37.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▌     | 216/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▌     | 216/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▋     | 217/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▋     | 217/469 [00:05<00:06, 37.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▋     | 218/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  46%|████▋     | 218/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 219/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 219/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 220/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 220/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 221/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 221/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 222/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  47%|████▋     | 222/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 223/469 [00:05<00:06, 37.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 223/469 [00:05<00:06, 37.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 224/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 224/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 225/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 225/469 [00:05<00:06, 37.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 226/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 226/469 [00:06<00:06, 37.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 227/469 [00:06<00:06, 37.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  48%|████▊     | 227/469 [00:06<00:06, 37.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▊     | 228/469 [00:06<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▊     | 228/469 [00:06<00:06, 37.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 229/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 229/469 [00:06<00:06, 37.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 230/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 230/469 [00:06<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 231/469 [00:06<00:06, 37.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 231/469 [00:06<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 232/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  49%|████▉     | 232/469 [00:06<00:06, 37.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|████▉     | 233/469 [00:06<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|████▉     | 233/469 [00:06<00:06, 37.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|████▉     | 234/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|████▉     | 234/469 [00:06<00:06, 37.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|█████     | 235/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|█████     | 235/469 [00:06<00:06, 37.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|█████     | 236/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  50%|█████     | 236/469 [00:06<00:06, 37.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 237/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 237/469 [00:06<00:06, 37.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 238/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 238/469 [00:06<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 239/469 [00:06<00:06, 37.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 239/469 [00:06<00:06, 37.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 240/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████     | 240/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████▏    | 241/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  51%|█████▏    | 241/469 [00:06<00:06, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 242/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 242/469 [00:06<00:05, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 243/469 [00:06<00:05, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 244/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 244/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 245/469 [00:06<00:05, 37.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 245/469 [00:06<00:05, 37.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 246/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  52%|█████▏    | 246/469 [00:06<00:05, 37.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 247/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 247/469 [00:06<00:05, 37.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 248/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 248/469 [00:06<00:05, 38.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 249/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 249/469 [00:06<00:05, 38.02it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 250/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  53%|█████▎    | 250/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▎    | 251/469 [00:06<00:05, 38.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▎    | 251/469 [00:06<00:05, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▎    | 252/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▎    | 252/469 [00:06<00:05, 38.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▍    | 253/469 [00:06<00:05, 38.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▍    | 253/469 [00:06<00:05, 38.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▍    | 254/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▍    | 254/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▍    | 255/469 [00:06<00:05, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  54%|█████▍    | 255/469 [00:06<00:05, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▍    | 256/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▍    | 256/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▍    | 257/469 [00:06<00:05, 38.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▍    | 257/469 [00:06<00:05, 38.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▌    | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▌    | 258/469 [00:06<00:05, 38.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▌    | 259/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▌    | 259/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▌    | 260/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  55%|█████▌    | 260/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▌    | 261/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▌    | 261/469 [00:06<00:05, 38.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▌    | 262/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▌    | 262/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▌    | 263/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▌    | 263/469 [00:06<00:05, 38.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▋    | 264/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  56%|█████▋    | 264/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 265/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 265/469 [00:06<00:05, 38.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 266/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 266/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 267/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 267/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 268/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 268/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 269/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  57%|█████▋    | 269/469 [00:07<00:05, 38.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 270/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 270/469 [00:07<00:05, 38.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 271/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 271/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 272/469 [00:07<00:05, 38.37it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 272/469 [00:07<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 273/469 [00:07<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 273/469 [00:07<00:05, 38.39it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 274/469 [00:07<00:05, 38.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  58%|█████▊    | 274/469 [00:07<00:05, 38.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▊    | 275/469 [00:07<00:05, 38.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▊    | 275/469 [00:07<00:05, 38.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 276/469 [00:07<00:05, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 276/469 [00:07<00:05, 38.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 277/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 277/469 [00:07<00:04, 38.45it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 278/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.945, f1/train=0.945, precision/train=0.945, recall/train=0.945, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 278/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 279/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  59%|█████▉    | 279/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|█████▉    | 280/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|█████▉    | 280/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|█████▉    | 281/469 [00:07<00:04, 38.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|█████▉    | 281/469 [00:07<00:04, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|██████    | 282/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|██████    | 282/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|██████    | 283/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  60%|██████    | 283/469 [00:07<00:04, 38.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 284/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 284/469 [00:07<00:04, 38.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 285/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 285/469 [00:07<00:04, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 286/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 286/469 [00:07<00:04, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 287/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████    | 287/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████▏   | 288/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  61%|██████▏   | 288/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 289/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 289/469 [00:07<00:04, 38.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 290/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 290/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 291/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 291/469 [00:07<00:04, 38.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 292/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 292/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 293/469 [00:07<00:04, 38.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  62%|██████▏   | 293/469 [00:07<00:04, 38.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 294/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 294/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 295/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 295/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 296/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 296/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 297/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  63%|██████▎   | 297/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▎   | 298/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▎   | 298/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 299/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 299/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 300/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 300/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 301/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 301/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 302/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  64%|██████▍   | 302/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▍   | 303/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▍   | 303/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▍   | 304/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▍   | 304/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▌   | 305/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▌   | 305/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▌   | 306/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▌   | 306/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▌   | 307/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  65%|██████▌   | 307/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▌   | 308/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▌   | 308/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▌   | 309/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▌   | 309/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▌   | 310/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▌   | 310/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▋   | 311/469 [00:08<00:04, 38.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  66%|██████▋   | 311/469 [00:08<00:04, 38.81it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 312/469 [00:08<00:04, 38.83it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 312/469 [00:08<00:04, 38.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 313/469 [00:08<00:04, 38.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 313/469 [00:08<00:04, 38.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 314/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 314/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 315/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 315/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 316/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  67%|██████▋   | 316/469 [00:08<00:03, 38.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 317/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 317/469 [00:08<00:03, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 318/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 318/469 [00:08<00:03, 38.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 319/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 319/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 320/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 320/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 321/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  68%|██████▊   | 321/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▊   | 322/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▊   | 322/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▉   | 323/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▉   | 323/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▉   | 324/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▉   | 324/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▉   | 325/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  69%|██████▉   | 325/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|██████▉   | 326/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|██████▉   | 326/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|██████▉   | 327/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|██████▉   | 327/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|██████▉   | 328/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|██████▉   | 328/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|███████   | 329/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|███████   | 329/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|███████   | 330/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  70%|███████   | 330/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 331/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 331/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 332/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 332/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 333/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 333/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 334/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████   | 334/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████▏  | 335/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  71%|███████▏  | 335/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 336/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 336/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 337/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 337/469 [00:08<00:03, 39.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 338/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 338/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 339/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 339/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 340/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  72%|███████▏  | 340/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 341/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 341/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 342/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 342/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 343/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 343/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 344/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  73%|███████▎  | 344/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▎  | 345/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▎  | 345/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 346/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 346/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 347/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 347/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 348/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 348/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 349/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  74%|███████▍  | 349/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▍  | 350/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▍  | 350/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▍  | 351/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▍  | 351/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▌  | 352/469 [00:08<00:02, 39.22it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▌  | 352/469 [00:08<00:02, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▌  | 353/469 [00:08<00:02, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▌  | 353/469 [00:09<00:02, 39.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▌  | 354/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  75%|███████▌  | 354/469 [00:09<00:02, 39.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▌  | 355/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▌  | 355/469 [00:09<00:02, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▌  | 356/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▌  | 356/469 [00:09<00:02, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▌  | 357/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▌  | 357/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▋  | 358/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  76%|███████▋  | 358/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 359/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 359/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 360/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 360/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 361/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 361/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 363/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  77%|███████▋  | 363/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 364/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 364/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 366/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 366/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 367/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 367/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 368/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  78%|███████▊  | 368/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▊  | 369/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▊  | 369/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▉  | 370/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▉  | 370/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▉  | 371/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▉  | 371/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▉  | 372/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  79%|███████▉  | 372/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|███████▉  | 373/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|███████▉  | 373/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|███████▉  | 374/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|███████▉  | 374/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|███████▉  | 375/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|███████▉  | 375/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|████████  | 376/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|████████  | 376/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|████████  | 377/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  80%|████████  | 377/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 378/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 378/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 379/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 379/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 380/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 380/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 381/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████  | 381/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████▏ | 382/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  81%|████████▏ | 382/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 383/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 383/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 384/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 384/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 385/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 385/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 387/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 387/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 389/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 390/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▎ | 392/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▎ | 392/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 393/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 393/469 [00:09<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 394/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 394/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 395/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 395/469 [00:09<00:01, 39.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 396/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  84%|████████▍ | 396/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▍ | 397/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▍ | 397/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▍ | 398/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▍ | 398/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▌ | 399/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▌ | 399/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▌ | 400/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  85%|████████▌ | 400/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 401/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 401/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 402/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 402/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 403/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 403/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 404/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▌ | 404/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▋ | 405/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  86%|████████▋ | 405/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 406/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 406/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 407/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 407/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 408/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 408/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 409/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 409/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 411/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 412/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 413/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 413/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 414/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 414/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  88%|████████▊ | 415/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▊ | 416/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▊ | 416/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▉ | 417/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▉ | 418/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▉ | 418/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▉ | 419/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  89%|████████▉ | 419/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|████████▉ | 420/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|████████▉ | 420/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|████████▉ | 421/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|████████▉ | 421/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|████████▉ | 422/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|████████▉ | 422/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|█████████ | 423/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|█████████ | 423/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|█████████ | 424/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  90%|█████████ | 424/469 [00:10<00:01, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████ | 425/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████ | 425/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████ | 426/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████ | 426/469 [00:10<00:01, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████ | 427/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████ | 427/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████▏| 428/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████▏| 428/469 [00:10<00:01, 39.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████▏| 429/469 [00:10<00:01, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  91%|█████████▏| 429/469 [00:10<00:01, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 430/469 [00:10<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 430/469 [00:10<00:00, 39.75it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 431/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 431/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 432/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 432/469 [00:10<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 433/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  92%|█████████▏| 433/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 434/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 434/469 [00:10<00:00, 39.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 435/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 435/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 436/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 436/469 [00:10<00:00, 39.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 437/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 437/469 [00:10<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 438/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  93%|█████████▎| 438/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▎| 439/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▎| 439/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 440/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 440/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 441/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 441/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 442/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 442/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 443/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  94%|█████████▍| 443/469 [00:11<00:00, 39.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▍| 444/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▍| 444/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▍| 445/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▍| 445/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▌| 446/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▌| 446/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▌| 447/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  95%|█████████▌| 447/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 448/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 448/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 449/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 449/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 450/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 450/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 451/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▌| 451/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▋| 452/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  96%|█████████▋| 452/469 [00:11<00:00, 39.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 453/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 453/469 [00:11<00:00, 39.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 454/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 454/469 [00:11<00:00, 39.94it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 455/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 455/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 456/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 456/469 [00:11<00:00, 40.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 457/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  97%|█████████▋| 457/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 458/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 458/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 459/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 459/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 460/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 460/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 461/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  98%|█████████▊| 461/469 [00:11<00:00, 40.17it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▊| 462/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▊| 462/469 [00:11<00:00, 40.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▊| 463/469 [00:11<00:00, 40.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▊| 463/469 [00:11<00:00, 40.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▉| 464/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▉| 464/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▉| 465/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▉| 465/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▉| 466/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7:  99%|█████████▉| 466/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 467/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 467/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 468/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|█████████▉| 468/469 [00:11<00:00, 40.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|██████████| 469/469 [00:11<00:00, 40.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 7: 100%|██████████| 469/469 [00:11<00:00, 40.38it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]

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Epoch 7: 100%|██████████| 469/469 [00:13<00:00, 35.82it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 7: 100%|██████████| 469/469 [00:13<00:00, 35.82it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 7:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   0%|          | 1/469 [00:00<04:59,  1.56it/s, v_num=8, acc1/train=0.958, f1/train=0.958, precision/train=0.958, recall/train=0.958, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   0%|          | 1/469 [00:00<04:59,  1.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   0%|          | 2/469 [00:00<02:33,  3.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   0%|          | 2/469 [00:00<02:34,  3.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|          | 3/469 [00:00<01:47,  4.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|          | 3/469 [00:00<01:47,  4.35it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|          | 4/469 [00:00<01:22,  5.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|          | 4/469 [00:00<01:22,  5.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|          | 5/469 [00:00<01:08,  6.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|          | 5/469 [00:00<01:08,  6.80it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|▏         | 6/469 [00:00<00:58,  7.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|▏         | 6/469 [00:00<00:58,  7.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|▏         | 7/469 [00:00<00:51,  8.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   1%|▏         | 7/469 [00:00<00:51,  8.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 8/469 [00:00<00:46,  9.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 8/469 [00:00<00:46,  9.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 9/469 [00:00<00:42, 10.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 9/469 [00:00<00:42, 10.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 10/469 [00:00<00:39, 11.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 10/469 [00:00<00:39, 11.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 11/469 [00:00<00:36, 12.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   2%|▏         | 11/469 [00:00<00:36, 12.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 12/469 [00:00<00:34, 13.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 12/469 [00:00<00:34, 13.28it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 13/469 [00:00<00:32, 14.01it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 13/469 [00:00<00:32, 14.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 14/469 [00:00<00:30, 14.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 14/469 [00:00<00:30, 14.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 15/469 [00:00<00:29, 15.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 15/469 [00:00<00:29, 15.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 16/469 [00:01<00:28, 15.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   3%|▎         | 16/469 [00:01<00:28, 15.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▎         | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▎         | 17/469 [00:01<00:27, 16.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 18/469 [00:01<00:26, 17.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 18/469 [00:01<00:26, 17.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 19/469 [00:01<00:25, 17.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 19/469 [00:01<00:25, 17.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 20/469 [00:01<00:24, 18.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 20/469 [00:01<00:24, 18.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 21/469 [00:01<00:23, 18.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   4%|▍         | 21/469 [00:01<00:23, 18.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▍         | 22/469 [00:01<00:23, 19.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▍         | 22/469 [00:01<00:23, 19.25it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▍         | 23/469 [00:01<00:22, 19.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▍         | 23/469 [00:01<00:22, 19.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▌         | 24/469 [00:01<00:22, 20.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▌         | 24/469 [00:01<00:22, 20.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▌         | 25/469 [00:01<00:21, 20.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   5%|▌         | 25/469 [00:01<00:21, 20.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 26/469 [00:01<00:21, 20.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 26/469 [00:01<00:21, 20.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 27/469 [00:01<00:20, 21.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 27/469 [00:01<00:20, 21.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 28/469 [00:01<00:20, 21.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 28/469 [00:01<00:20, 21.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 29/469 [00:01<00:19, 22.11it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▌         | 29/469 [00:01<00:19, 22.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▋         | 30/469 [00:01<00:19, 22.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   6%|▋         | 30/469 [00:01<00:19, 22.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 31/469 [00:01<00:19, 22.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 31/469 [00:01<00:19, 22.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 32/469 [00:01<00:18, 23.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 32/469 [00:01<00:18, 23.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 33/469 [00:01<00:18, 23.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 33/469 [00:01<00:18, 23.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 34/469 [00:01<00:18, 23.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 34/469 [00:01<00:18, 23.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 35/469 [00:01<00:18, 24.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   7%|▋         | 35/469 [00:01<00:18, 24.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 36/469 [00:01<00:17, 24.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 36/469 [00:01<00:17, 24.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 37/469 [00:01<00:17, 24.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 37/469 [00:01<00:17, 24.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 38/469 [00:01<00:17, 24.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 38/469 [00:01<00:17, 24.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 39/469 [00:01<00:17, 25.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   8%|▊         | 39/469 [00:01<00:17, 25.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▊         | 40/469 [00:01<00:16, 25.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▊         | 40/469 [00:01<00:16, 25.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▊         | 41/469 [00:01<00:16, 25.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▊         | 41/469 [00:01<00:16, 25.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▉         | 42/469 [00:01<00:16, 25.83it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▉         | 42/469 [00:01<00:16, 25.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▉         | 43/469 [00:01<00:16, 26.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▉         | 43/469 [00:01<00:16, 26.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▉         | 44/469 [00:01<00:16, 26.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   9%|▉         | 44/469 [00:01<00:16, 26.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|▉         | 45/469 [00:01<00:16, 26.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|▉         | 45/469 [00:01<00:16, 26.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|▉         | 46/469 [00:01<00:15, 26.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|▉         | 46/469 [00:01<00:15, 26.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|█         | 47/469 [00:01<00:15, 26.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|█         | 47/469 [00:01<00:15, 26.90it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|█         | 48/469 [00:01<00:15, 27.11it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|█         | 48/469 [00:01<00:15, 27.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|█         | 49/469 [00:01<00:15, 27.28it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  10%|█         | 49/469 [00:01<00:15, 27.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█         | 50/469 [00:01<00:15, 27.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█         | 50/469 [00:01<00:15, 27.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█         | 51/469 [00:01<00:15, 27.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█         | 51/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█         | 52/469 [00:01<00:14, 27.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█         | 52/469 [00:01<00:14, 27.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█▏        | 53/469 [00:01<00:14, 28.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  11%|█▏        | 53/469 [00:01<00:14, 28.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 54/469 [00:01<00:14, 28.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 54/469 [00:01<00:14, 28.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 55/469 [00:01<00:14, 28.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 55/469 [00:01<00:14, 28.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 56/469 [00:01<00:14, 28.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 56/469 [00:01<00:14, 28.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 57/469 [00:01<00:14, 28.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 57/469 [00:01<00:14, 28.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 58/469 [00:02<00:14, 28.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  12%|█▏        | 58/469 [00:02<00:14, 28.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 59/469 [00:02<00:14, 28.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 59/469 [00:02<00:14, 28.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 60/469 [00:02<00:14, 29.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 60/469 [00:02<00:14, 29.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 61/469 [00:02<00:13, 29.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 61/469 [00:02<00:13, 29.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 62/469 [00:02<00:13, 29.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 62/469 [00:02<00:13, 29.42it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 63/469 [00:02<00:13, 29.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  13%|█▎        | 63/469 [00:02<00:13, 29.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▎        | 64/469 [00:02<00:13, 29.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▎        | 64/469 [00:02<00:13, 29.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 65/469 [00:02<00:13, 29.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 65/469 [00:02<00:13, 29.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 66/469 [00:02<00:13, 29.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 66/469 [00:02<00:13, 29.96it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 67/469 [00:02<00:13, 30.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 67/469 [00:02<00:13, 30.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 68/469 [00:02<00:13, 30.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  14%|█▍        | 68/469 [00:02<00:13, 30.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▍        | 69/469 [00:02<00:13, 30.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▍        | 69/469 [00:02<00:13, 30.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▍        | 70/469 [00:02<00:13, 30.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▍        | 70/469 [00:02<00:13, 30.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▌        | 71/469 [00:02<00:13, 30.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▌        | 71/469 [00:02<00:13, 30.59it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▌        | 72/469 [00:02<00:12, 30.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  15%|█▌        | 72/469 [00:02<00:12, 30.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 73/469 [00:02<00:12, 30.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 73/469 [00:02<00:12, 30.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 74/469 [00:02<00:12, 30.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 74/469 [00:02<00:12, 30.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 75/469 [00:02<00:12, 31.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 75/469 [00:02<00:12, 31.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 76/469 [00:02<00:12, 31.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▌        | 76/469 [00:02<00:12, 31.14it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▋        | 77/469 [00:02<00:12, 31.24it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  16%|█▋        | 77/469 [00:02<00:12, 31.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 78/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 78/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 79/469 [00:02<00:12, 31.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 79/469 [00:02<00:12, 31.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 80/469 [00:02<00:12, 31.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 80/469 [00:02<00:12, 31.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 81/469 [00:02<00:12, 31.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 81/469 [00:02<00:12, 31.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 82/469 [00:02<00:12, 31.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  17%|█▋        | 82/469 [00:02<00:12, 31.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 83/469 [00:02<00:12, 31.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 83/469 [00:02<00:12, 31.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 84/469 [00:02<00:12, 31.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 84/469 [00:02<00:12, 31.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 85/469 [00:02<00:11, 32.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 85/469 [00:02<00:11, 32.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 86/469 [00:02<00:11, 32.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  18%|█▊        | 86/469 [00:02<00:11, 32.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▊        | 87/469 [00:02<00:11, 32.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▊        | 87/469 [00:02<00:11, 32.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 88/469 [00:02<00:11, 32.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 88/469 [00:02<00:11, 32.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 89/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 89/469 [00:02<00:11, 32.37it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 90/469 [00:02<00:11, 32.46it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 90/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 91/469 [00:02<00:11, 32.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  19%|█▉        | 91/469 [00:02<00:11, 32.53it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|█▉        | 92/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|█▉        | 92/469 [00:02<00:11, 32.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|█▉        | 93/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|█▉        | 93/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|██        | 94/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|██        | 94/469 [00:02<00:11, 32.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|██        | 95/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|██        | 95/469 [00:02<00:11, 32.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|██        | 96/469 [00:02<00:11, 32.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  20%|██        | 96/469 [00:02<00:11, 32.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██        | 97/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██        | 97/469 [00:02<00:11, 33.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██        | 98/469 [00:02<00:11, 33.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██        | 98/469 [00:02<00:11, 33.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██        | 99/469 [00:02<00:11, 33.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██        | 99/469 [00:02<00:11, 33.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██▏       | 100/469 [00:03<00:11, 33.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  21%|██▏       | 100/469 [00:03<00:11, 33.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 101/469 [00:03<00:11, 33.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 101/469 [00:03<00:11, 33.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 102/469 [00:03<00:10, 33.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 102/469 [00:03<00:11, 33.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 103/469 [00:03<00:10, 33.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 103/469 [00:03<00:10, 33.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 104/469 [00:03<00:10, 33.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 104/469 [00:03<00:10, 33.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 105/469 [00:03<00:10, 33.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  22%|██▏       | 105/469 [00:03<00:10, 33.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 106/469 [00:03<00:10, 33.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 106/469 [00:03<00:10, 33.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 107/469 [00:03<00:10, 33.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 107/469 [00:03<00:10, 33.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 108/469 [00:03<00:10, 33.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 108/469 [00:03<00:10, 33.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 109/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 109/469 [00:03<00:10, 33.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  23%|██▎       | 110/469 [00:03<00:10, 33.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▎       | 111/469 [00:03<00:10, 33.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▎       | 111/469 [00:03<00:10, 33.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▍       | 112/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▍       | 112/469 [00:03<00:10, 34.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▍       | 113/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▍       | 113/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▍       | 114/469 [00:03<00:10, 34.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  24%|██▍       | 114/469 [00:03<00:10, 34.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▍       | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▍       | 115/469 [00:03<00:10, 34.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▍       | 116/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▍       | 116/469 [00:03<00:10, 34.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▍       | 117/469 [00:03<00:10, 34.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▍       | 117/469 [00:03<00:10, 34.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▌       | 118/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▌       | 118/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▌       | 119/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  25%|██▌       | 119/469 [00:03<00:10, 34.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 120/469 [00:03<00:10, 34.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 120/469 [00:03<00:10, 34.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 121/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 121/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 122/469 [00:03<00:10, 34.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 123/469 [00:03<00:09, 34.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▌       | 123/469 [00:03<00:09, 34.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▋       | 124/469 [00:03<00:09, 34.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  26%|██▋       | 124/469 [00:03<00:09, 34.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 125/469 [00:03<00:09, 34.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 125/469 [00:03<00:09, 34.79it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 126/469 [00:03<00:09, 34.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 126/469 [00:03<00:09, 34.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 127/469 [00:03<00:09, 34.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 127/469 [00:03<00:09, 34.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 128/469 [00:03<00:09, 34.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  27%|██▋       | 128/469 [00:03<00:09, 34.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 129/469 [00:03<00:09, 35.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 130/469 [00:03<00:09, 35.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 130/469 [00:03<00:09, 35.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 131/469 [00:03<00:09, 35.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 131/469 [00:03<00:09, 35.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 132/469 [00:03<00:09, 35.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 132/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 133/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  28%|██▊       | 133/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▊       | 134/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▊       | 134/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 135/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 135/469 [00:03<00:09, 35.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 136/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 136/469 [00:03<00:09, 35.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 137/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 137/469 [00:03<00:09, 35.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 138/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  29%|██▉       | 138/469 [00:03<00:09, 35.41it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|██▉       | 139/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|██▉       | 139/469 [00:03<00:09, 35.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|██▉       | 140/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|██▉       | 140/469 [00:03<00:09, 35.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|███       | 141/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|███       | 141/469 [00:03<00:09, 35.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|███       | 142/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|███       | 142/469 [00:03<00:09, 35.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|███       | 143/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  30%|███       | 143/469 [00:04<00:09, 35.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███       | 144/469 [00:04<00:09, 35.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███       | 144/469 [00:04<00:09, 35.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███       | 145/469 [00:04<00:09, 35.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███       | 145/469 [00:04<00:09, 35.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███       | 146/469 [00:04<00:09, 35.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███       | 146/469 [00:04<00:09, 35.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███▏      | 147/469 [00:04<00:09, 35.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  31%|███▏      | 147/469 [00:04<00:09, 35.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 148/469 [00:04<00:08, 35.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 148/469 [00:04<00:08, 35.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 149/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 149/469 [00:04<00:08, 35.82it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 150/469 [00:04<00:08, 35.85it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 150/469 [00:04<00:08, 35.84it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 151/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 151/469 [00:04<00:08, 35.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 152/469 [00:04<00:08, 35.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  32%|███▏      | 152/469 [00:04<00:08, 35.93it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 153/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 153/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 154/469 [00:04<00:08, 35.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 154/469 [00:04<00:08, 35.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 155/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 155/469 [00:04<00:08, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 156/469 [00:04<00:08, 36.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 157/469 [00:04<00:08, 36.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  33%|███▎      | 157/469 [00:04<00:08, 36.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▎      | 158/469 [00:04<00:08, 36.14it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▎      | 158/469 [00:04<00:08, 36.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▍      | 159/469 [00:04<00:08, 36.19it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▍      | 159/469 [00:04<00:08, 36.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▍      | 160/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▍      | 160/469 [00:04<00:08, 36.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▍      | 161/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  34%|███▍      | 161/469 [00:04<00:08, 36.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▍      | 162/469 [00:04<00:08, 36.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▍      | 162/469 [00:04<00:08, 36.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▍      | 163/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▍      | 163/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▍      | 164/469 [00:04<00:08, 36.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▍      | 164/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▌      | 165/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▌      | 165/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▌      | 166/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  35%|███▌      | 166/469 [00:04<00:08, 36.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 167/469 [00:04<00:08, 36.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 167/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 168/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 168/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 169/469 [00:04<00:08, 36.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 169/469 [00:04<00:08, 36.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 170/469 [00:04<00:08, 36.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▌      | 170/469 [00:04<00:08, 36.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▋      | 171/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  36%|███▋      | 171/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 172/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 172/469 [00:04<00:08, 36.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 173/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 173/469 [00:04<00:08, 36.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 174/469 [00:04<00:08, 36.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 174/469 [00:04<00:08, 36.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 175/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  37%|███▋      | 175/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 176/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 176/469 [00:04<00:07, 36.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 177/469 [00:04<00:07, 36.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 177/469 [00:04<00:07, 36.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 178/469 [00:04<00:07, 36.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 178/469 [00:04<00:07, 36.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 179/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 179/469 [00:04<00:07, 36.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 180/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  38%|███▊      | 180/469 [00:04<00:07, 36.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▊      | 181/469 [00:04<00:07, 36.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▊      | 181/469 [00:04<00:07, 36.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 182/469 [00:04<00:07, 36.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 182/469 [00:04<00:07, 36.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 183/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 183/469 [00:04<00:07, 36.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 184/469 [00:04<00:07, 36.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 184/469 [00:04<00:07, 36.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 185/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  39%|███▉      | 185/469 [00:05<00:07, 36.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|███▉      | 186/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|███▉      | 186/469 [00:05<00:07, 36.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|███▉      | 187/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|███▉      | 187/469 [00:05<00:07, 37.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|████      | 188/469 [00:05<00:07, 37.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|████      | 188/469 [00:05<00:07, 37.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|████      | 189/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  40%|████      | 189/469 [00:05<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 190/469 [00:05<00:07, 37.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 190/469 [00:05<00:07, 37.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 191/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 191/469 [00:05<00:07, 37.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 192/469 [00:05<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 192/469 [00:05<00:07, 37.13it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 193/469 [00:05<00:07, 37.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████      | 193/469 [00:05<00:07, 37.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████▏     | 194/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  41%|████▏     | 194/469 [00:05<00:07, 37.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 195/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 195/469 [00:05<00:07, 37.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 196/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 196/469 [00:05<00:07, 37.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 197/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 197/469 [00:05<00:07, 37.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 198/469 [00:05<00:07, 37.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 198/469 [00:05<00:07, 37.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 199/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  42%|████▏     | 199/469 [00:05<00:07, 37.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 200/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 200/469 [00:05<00:07, 37.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 201/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 201/469 [00:05<00:07, 37.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 202/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 202/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 203/469 [00:05<00:07, 37.39it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 203/469 [00:05<00:07, 37.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 204/469 [00:05<00:07, 37.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  43%|████▎     | 204/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▎     | 205/469 [00:05<00:07, 37.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▎     | 205/469 [00:05<00:07, 37.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▍     | 206/469 [00:05<00:07, 37.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▍     | 206/469 [00:05<00:07, 37.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▍     | 207/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▍     | 207/469 [00:05<00:06, 37.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▍     | 208/469 [00:05<00:06, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  44%|████▍     | 208/469 [00:05<00:06, 37.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▍     | 209/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▍     | 209/469 [00:05<00:06, 37.51it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▍     | 210/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▍     | 210/469 [00:05<00:06, 37.52it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▍     | 211/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▍     | 211/469 [00:05<00:06, 37.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▌     | 212/469 [00:05<00:06, 37.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▌     | 212/469 [00:05<00:06, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▌     | 213/469 [00:05<00:06, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  45%|████▌     | 213/469 [00:05<00:06, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▌     | 214/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▌     | 214/469 [00:05<00:06, 37.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▌     | 215/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▌     | 215/469 [00:05<00:06, 37.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▌     | 216/469 [00:05<00:06, 37.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▌     | 216/469 [00:05<00:06, 37.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▋     | 217/469 [00:05<00:06, 37.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▋     | 217/469 [00:05<00:06, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▋     | 218/469 [00:05<00:06, 37.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  46%|████▋     | 218/469 [00:05<00:06, 37.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 219/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 219/469 [00:05<00:06, 37.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 220/469 [00:05<00:06, 37.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 220/469 [00:05<00:06, 37.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 221/469 [00:05<00:06, 37.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 221/469 [00:05<00:06, 37.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 222/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  47%|████▋     | 222/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 223/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 223/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 224/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 224/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 225/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 225/469 [00:05<00:06, 37.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 226/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 226/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 227/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  48%|████▊     | 227/469 [00:05<00:06, 37.91it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▊     | 228/469 [00:06<00:06, 37.93it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▊     | 228/469 [00:06<00:06, 37.92it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 229/469 [00:06<00:06, 37.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 229/469 [00:06<00:06, 37.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 230/469 [00:06<00:06, 37.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 230/469 [00:06<00:06, 37.96it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 231/469 [00:06<00:06, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 231/469 [00:06<00:06, 37.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 232/469 [00:06<00:06, 38.01it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  49%|████▉     | 232/469 [00:06<00:06, 38.00it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|████▉     | 233/469 [00:06<00:06, 38.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|████▉     | 233/469 [00:06<00:06, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|████▉     | 234/469 [00:06<00:06, 38.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|████▉     | 234/469 [00:06<00:06, 38.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|█████     | 235/469 [00:06<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|█████     | 235/469 [00:06<00:06, 38.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|█████     | 236/469 [00:06<00:06, 38.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  50%|█████     | 236/469 [00:06<00:06, 38.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 237/469 [00:06<00:06, 38.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 237/469 [00:06<00:06, 38.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 238/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 238/469 [00:06<00:06, 38.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 239/469 [00:06<00:06, 38.13it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 239/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 240/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████     | 240/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████▏    | 241/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  51%|█████▏    | 241/469 [00:06<00:05, 38.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 242/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 242/469 [00:06<00:05, 38.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 243/469 [00:06<00:05, 38.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 243/469 [00:06<00:05, 38.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 244/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 244/469 [00:06<00:05, 38.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 245/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 245/469 [00:06<00:05, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 246/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  52%|█████▏    | 246/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 247/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 247/469 [00:06<00:05, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 248/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 248/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 249/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 249/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 250/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  53%|█████▎    | 250/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▎    | 251/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▎    | 251/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▎    | 252/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▎    | 252/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▍    | 253/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▍    | 253/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▍    | 254/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▍    | 254/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▍    | 255/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  54%|█████▍    | 255/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▍    | 256/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▍    | 256/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▍    | 257/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▍    | 257/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▌    | 258/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▌    | 258/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▌    | 259/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▌    | 259/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▌    | 260/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  55%|█████▌    | 260/469 [00:06<00:05, 38.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▌    | 261/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▌    | 261/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▌    | 262/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▌    | 262/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▌    | 263/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▌    | 263/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▋    | 264/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  56%|█████▋    | 264/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 265/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 265/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 266/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 266/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 267/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 267/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 268/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 268/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 269/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  57%|█████▋    | 269/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 270/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 270/469 [00:07<00:05, 38.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 271/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 271/469 [00:07<00:05, 38.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 272/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 272/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 273/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 273/469 [00:07<00:05, 38.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 274/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  58%|█████▊    | 274/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▊    | 275/469 [00:07<00:05, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▊    | 275/469 [00:07<00:05, 38.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 276/469 [00:07<00:05, 38.57it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 276/469 [00:07<00:05, 38.57it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 277/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 277/469 [00:07<00:04, 38.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 278/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 278/469 [00:07<00:04, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 279/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  59%|█████▉    | 279/469 [00:07<00:04, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|█████▉    | 280/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|█████▉    | 280/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|█████▉    | 281/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|█████▉    | 281/469 [00:07<00:04, 38.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|██████    | 282/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|██████    | 282/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|██████    | 283/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  60%|██████    | 283/469 [00:07<00:04, 38.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 284/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 284/469 [00:07<00:04, 38.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 285/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 285/469 [00:07<00:04, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 286/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 286/469 [00:07<00:04, 38.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 287/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████    | 287/469 [00:07<00:04, 38.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████▏   | 288/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  61%|██████▏   | 288/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 289/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 289/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 290/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 290/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 291/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 291/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 292/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 292/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 293/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  62%|██████▏   | 293/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 294/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 294/469 [00:07<00:04, 38.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 295/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 295/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 296/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 296/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 297/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  63%|██████▎   | 297/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▎   | 298/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▎   | 298/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 299/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 299/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 300/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 300/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 301/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 301/469 [00:07<00:04, 38.84it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 302/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  64%|██████▍   | 302/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▍   | 303/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▍   | 303/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▍   | 304/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▍   | 304/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▌   | 305/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▌   | 305/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▌   | 306/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▌   | 306/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▌   | 307/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  65%|██████▌   | 307/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▌   | 308/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▌   | 308/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▌   | 309/469 [00:07<00:04, 38.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▌   | 309/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▌   | 310/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▌   | 310/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▋   | 311/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  66%|██████▋   | 311/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 312/469 [00:08<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 312/469 [00:08<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 313/469 [00:08<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 313/469 [00:08<00:04, 38.88it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 314/469 [00:08<00:03, 38.89it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 314/469 [00:08<00:03, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 315/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 315/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 316/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  67%|██████▋   | 316/469 [00:08<00:03, 38.90it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 317/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 317/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 318/469 [00:08<00:03, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 318/469 [00:08<00:03, 38.92it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 319/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 319/469 [00:08<00:03, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 320/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 320/469 [00:08<00:03, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 321/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  68%|██████▊   | 321/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▊   | 322/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▊   | 322/469 [00:08<00:03, 38.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▉   | 323/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▉   | 323/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▉   | 324/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▉   | 324/469 [00:08<00:03, 38.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▉   | 325/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  69%|██████▉   | 325/469 [00:08<00:03, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|██████▉   | 326/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|██████▉   | 326/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|██████▉   | 327/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|██████▉   | 327/469 [00:08<00:03, 39.02it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|██████▉   | 328/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|██████▉   | 328/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|███████   | 329/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|███████   | 329/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|███████   | 330/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  70%|███████   | 330/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 331/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 331/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 332/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 332/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 333/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 333/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 334/469 [00:08<00:03, 39.09it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████   | 334/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████▏  | 335/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  71%|███████▏  | 335/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 336/469 [00:08<00:03, 39.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 336/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 337/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 337/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 338/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 338/469 [00:08<00:03, 39.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 339/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 339/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 340/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  72%|███████▏  | 340/469 [00:08<00:03, 39.15it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 341/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 341/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 342/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 342/469 [00:08<00:03, 39.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 343/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 343/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 344/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  73%|███████▎  | 344/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▎  | 345/469 [00:08<00:03, 39.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▎  | 345/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 346/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 346/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 347/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 347/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 348/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 348/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 349/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  74%|███████▍  | 349/469 [00:08<00:03, 39.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▍  | 350/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▍  | 350/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▍  | 351/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▍  | 351/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▌  | 352/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▌  | 352/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▌  | 353/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▌  | 353/469 [00:08<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▌  | 354/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  75%|███████▌  | 354/469 [00:09<00:02, 39.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▌  | 355/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▌  | 355/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▌  | 356/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▌  | 356/469 [00:09<00:02, 39.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▌  | 357/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▌  | 357/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▋  | 358/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  76%|███████▋  | 358/469 [00:09<00:02, 39.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 359/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 359/469 [00:09<00:02, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 360/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 360/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 361/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 361/469 [00:09<00:02, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 362/469 [00:09<00:02, 39.32it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 363/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  77%|███████▋  | 363/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 364/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 364/469 [00:09<00:02, 39.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 365/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 366/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 366/469 [00:09<00:02, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 367/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 367/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 368/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  78%|███████▊  | 368/469 [00:09<00:02, 39.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▊  | 369/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▊  | 369/469 [00:09<00:02, 39.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▉  | 370/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▉  | 370/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▉  | 371/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▉  | 371/469 [00:09<00:02, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▉  | 372/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  79%|███████▉  | 372/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|███████▉  | 373/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|███████▉  | 373/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|███████▉  | 374/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|███████▉  | 374/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|███████▉  | 375/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|███████▉  | 375/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|████████  | 376/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|████████  | 376/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|████████  | 377/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  80%|████████  | 377/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 378/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 378/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 379/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 379/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 380/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 380/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 381/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████  | 381/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████▏ | 382/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  81%|████████▏ | 382/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 383/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 383/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 384/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 384/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 385/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 385/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 386/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  82%|████████▏ | 386/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 387/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 387/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 388/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 388/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 389/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 389/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 390/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 390/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 391/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  83%|████████▎ | 391/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▎ | 392/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▎ | 392/469 [00:09<00:01, 39.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 393/469 [00:09<00:01, 39.49it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 393/469 [00:09<00:01, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 394/469 [00:09<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 394/469 [00:09<00:01, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 395/469 [00:09<00:01, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 395/469 [00:09<00:01, 39.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 396/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  84%|████████▍ | 396/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▍ | 397/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▍ | 397/469 [00:10<00:01, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▍ | 398/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▍ | 398/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▌ | 399/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▌ | 399/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▌ | 400/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  85%|████████▌ | 400/469 [00:10<00:01, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 401/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 401/469 [00:10<00:01, 39.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 402/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 402/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 403/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 403/469 [00:10<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 404/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▌ | 404/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▋ | 405/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  86%|████████▋ | 405/469 [00:10<00:01, 39.55it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 406/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 406/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 407/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 407/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 408/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 408/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 409/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 409/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 410/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  87%|████████▋ | 410/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 411/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 411/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 412/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 412/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 413/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 413/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 414/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 414/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 415/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  88%|████████▊ | 415/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▊ | 416/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▊ | 416/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▉ | 417/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▉ | 417/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▉ | 418/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▉ | 418/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▉ | 419/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  89%|████████▉ | 419/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|████████▉ | 420/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|████████▉ | 420/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|████████▉ | 421/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|████████▉ | 421/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|████████▉ | 422/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|████████▉ | 422/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|█████████ | 423/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|█████████ | 423/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|█████████ | 424/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  90%|█████████ | 424/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████ | 425/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████ | 425/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████ | 426/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████ | 426/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████ | 427/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████ | 427/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████▏| 428/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████▏| 428/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████▏| 429/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  91%|█████████▏| 429/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 430/469 [00:10<00:00, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 430/469 [00:10<00:00, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 431/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 431/469 [00:10<00:00, 39.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 432/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 432/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 433/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  92%|█████████▏| 433/469 [00:10<00:00, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 434/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 434/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 435/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 435/469 [00:10<00:00, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 436/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 436/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 437/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 437/469 [00:11<00:00, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 438/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  93%|█████████▎| 438/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▎| 439/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▎| 439/469 [00:11<00:00, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 440/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 440/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 441/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 441/469 [00:11<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 442/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 442/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 443/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  94%|█████████▍| 443/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▍| 444/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▍| 444/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▌| 446/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▌| 446/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 450/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 450/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 451/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▌| 451/469 [00:11<00:00, 39.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▋| 452/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  96%|█████████▋| 452/469 [00:11<00:00, 39.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 453/469 [00:11<00:00, 39.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 453/469 [00:11<00:00, 39.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 454/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 454/469 [00:11<00:00, 39.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 455/469 [00:11<00:00, 39.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 455/469 [00:11<00:00, 39.92it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 456/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 456/469 [00:11<00:00, 39.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 457/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  97%|█████████▋| 457/469 [00:11<00:00, 39.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 458/469 [00:11<00:00, 40.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 458/469 [00:11<00:00, 40.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 459/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 459/469 [00:11<00:00, 40.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 460/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 460/469 [00:11<00:00, 40.08it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 461/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  98%|█████████▊| 461/469 [00:11<00:00, 40.11it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▊| 462/469 [00:11<00:00, 40.15it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▊| 462/469 [00:11<00:00, 40.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▊| 463/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▊| 463/469 [00:11<00:00, 40.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▉| 464/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▉| 464/469 [00:11<00:00, 40.21it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▉| 465/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▉| 465/469 [00:11<00:00, 40.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▉| 466/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:  99%|█████████▉| 466/469 [00:11<00:00, 40.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 467/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 467/469 [00:11<00:00, 40.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 468/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|█████████▉| 468/469 [00:11<00:00, 40.33it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|██████████| 469/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|██████████| 469/469 [00:11<00:00, 40.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]

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Epoch 8: 100%|██████████| 469/469 [00:13<00:00, 35.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8: 100%|██████████| 469/469 [00:13<00:00, 35.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 8:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   0%|          | 0/469 [00:00<?, ?it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   0%|          | 1/469 [00:00<04:56,  1.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   0%|          | 1/469 [00:00<04:57,  1.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   0%|          | 2/469 [00:00<02:33,  3.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   0%|          | 2/469 [00:00<02:33,  3.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|          | 3/469 [00:00<01:46,  4.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|          | 3/469 [00:00<01:46,  4.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|          | 4/469 [00:00<01:21,  5.67it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|          | 4/469 [00:00<01:21,  5.67it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|          | 5/469 [00:00<01:07,  6.84it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|          | 5/469 [00:00<01:07,  6.84it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|▏         | 6/469 [00:00<00:57,  7.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|▏         | 6/469 [00:00<00:58,  7.98it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|▏         | 7/469 [00:00<00:51,  9.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   1%|▏         | 7/469 [00:00<00:51,  9.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 8/469 [00:00<00:45, 10.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 8/469 [00:00<00:46, 10.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 9/469 [00:00<00:42, 10.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 9/469 [00:00<00:42, 10.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 10/469 [00:00<00:38, 11.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 10/469 [00:00<00:38, 11.85it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 11/469 [00:00<00:36, 12.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   2%|▏         | 11/469 [00:00<00:36, 12.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 12/469 [00:00<00:33, 13.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 12/469 [00:00<00:33, 13.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 13/469 [00:00<00:32, 14.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 13/469 [00:00<00:32, 14.14it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 14/469 [00:00<00:30, 14.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 14/469 [00:00<00:30, 14.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 15/469 [00:00<00:29, 15.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 15/469 [00:00<00:29, 15.55it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 16/469 [00:00<00:27, 16.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   3%|▎         | 16/469 [00:00<00:27, 16.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▎         | 17/469 [00:01<00:26, 16.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▎         | 17/469 [00:01<00:26, 16.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 18/469 [00:01<00:25, 17.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 18/469 [00:01<00:25, 17.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 19/469 [00:01<00:25, 17.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 19/469 [00:01<00:25, 17.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 20/469 [00:01<00:24, 18.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 20/469 [00:01<00:24, 18.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 21/469 [00:01<00:23, 19.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   4%|▍         | 21/469 [00:01<00:23, 19.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▍         | 22/469 [00:01<00:22, 19.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▍         | 22/469 [00:01<00:22, 19.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▍         | 23/469 [00:01<00:22, 19.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▍         | 23/469 [00:01<00:22, 19.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▌         | 24/469 [00:01<00:21, 20.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▌         | 24/469 [00:01<00:21, 20.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▌         | 25/469 [00:01<00:21, 20.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   5%|▌         | 25/469 [00:01<00:21, 20.86it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 26/469 [00:01<00:20, 21.28it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 26/469 [00:01<00:20, 21.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 27/469 [00:01<00:20, 21.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 27/469 [00:01<00:20, 21.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 28/469 [00:01<00:19, 22.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 28/469 [00:01<00:19, 22.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 29/469 [00:01<00:19, 22.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▌         | 29/469 [00:01<00:19, 22.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▋         | 30/469 [00:01<00:19, 22.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   6%|▋         | 30/469 [00:01<00:19, 22.78it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 31/469 [00:01<00:18, 23.12it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 31/469 [00:01<00:18, 23.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 32/469 [00:01<00:18, 23.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 32/469 [00:01<00:18, 23.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 33/469 [00:01<00:18, 23.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 33/469 [00:01<00:18, 23.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 34/469 [00:01<00:18, 24.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 34/469 [00:01<00:18, 24.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 35/469 [00:01<00:17, 24.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   7%|▋         | 35/469 [00:01<00:17, 24.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 36/469 [00:01<00:17, 24.71it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 36/469 [00:01<00:17, 24.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 37/469 [00:01<00:17, 24.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 37/469 [00:01<00:17, 24.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 38/469 [00:01<00:17, 25.27it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 38/469 [00:01<00:17, 25.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 39/469 [00:01<00:16, 25.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   8%|▊         | 39/469 [00:01<00:16, 25.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▊         | 40/469 [00:01<00:16, 25.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▊         | 40/469 [00:01<00:16, 25.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▊         | 41/469 [00:01<00:16, 26.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▊         | 41/469 [00:01<00:16, 26.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▉         | 42/469 [00:01<00:16, 26.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▉         | 42/469 [00:01<00:16, 26.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▉         | 43/469 [00:01<00:16, 26.52it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▉         | 43/469 [00:01<00:16, 26.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▉         | 44/469 [00:01<00:15, 26.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:   9%|▉         | 44/469 [00:01<00:15, 26.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|▉         | 45/469 [00:01<00:15, 26.98it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|▉         | 45/469 [00:01<00:15, 26.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|▉         | 46/469 [00:01<00:15, 27.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|▉         | 46/469 [00:01<00:15, 27.22it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|█         | 47/469 [00:01<00:15, 27.43it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|█         | 47/469 [00:01<00:15, 27.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|█         | 48/469 [00:01<00:15, 27.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|█         | 48/469 [00:01<00:15, 27.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|█         | 49/469 [00:01<00:15, 27.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  10%|█         | 49/469 [00:01<00:15, 27.82it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█         | 50/469 [00:01<00:14, 28.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█         | 50/469 [00:01<00:14, 28.05it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█         | 51/469 [00:01<00:14, 28.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█         | 51/469 [00:01<00:14, 28.22it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█         | 52/469 [00:01<00:14, 28.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█         | 52/469 [00:01<00:14, 28.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█▏        | 53/469 [00:01<00:14, 28.60it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  11%|█▏        | 53/469 [00:01<00:14, 28.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 54/469 [00:01<00:14, 28.79it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 54/469 [00:01<00:14, 28.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 55/469 [00:01<00:14, 28.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 55/469 [00:01<00:14, 28.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 56/469 [00:01<00:14, 29.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 56/469 [00:01<00:14, 29.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 57/469 [00:01<00:14, 29.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 57/469 [00:01<00:14, 29.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 58/469 [00:01<00:13, 29.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  12%|█▏        | 58/469 [00:01<00:13, 29.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 59/469 [00:01<00:13, 29.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 59/469 [00:01<00:13, 29.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 60/469 [00:02<00:13, 29.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 60/469 [00:02<00:13, 29.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 61/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 61/469 [00:02<00:13, 29.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 62/469 [00:02<00:13, 30.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 62/469 [00:02<00:13, 30.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 63/469 [00:02<00:13, 30.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  13%|█▎        | 63/469 [00:02<00:13, 30.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▎        | 64/469 [00:02<00:13, 30.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▎        | 64/469 [00:02<00:13, 30.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 65/469 [00:02<00:13, 30.51it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 65/469 [00:02<00:13, 30.50it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 66/469 [00:02<00:13, 30.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 66/469 [00:02<00:13, 30.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 67/469 [00:02<00:13, 30.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 67/469 [00:02<00:13, 30.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 68/469 [00:02<00:12, 30.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  14%|█▍        | 68/469 [00:02<00:12, 30.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▍        | 69/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▍        | 69/469 [00:02<00:12, 30.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▍        | 70/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▍        | 70/469 [00:02<00:12, 31.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▌        | 71/469 [00:02<00:12, 31.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▌        | 71/469 [00:02<00:12, 31.25it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▌        | 72/469 [00:02<00:12, 31.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  15%|█▌        | 72/469 [00:02<00:12, 31.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 73/469 [00:02<00:12, 31.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 73/469 [00:02<00:12, 31.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 74/469 [00:02<00:12, 31.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 74/469 [00:02<00:12, 31.59it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 75/469 [00:02<00:12, 31.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 75/469 [00:02<00:12, 31.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 76/469 [00:02<00:12, 31.83it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▌        | 76/469 [00:02<00:12, 31.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▋        | 77/469 [00:02<00:12, 31.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  16%|█▋        | 77/469 [00:02<00:12, 31.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 78/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 78/469 [00:02<00:12, 32.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 79/469 [00:02<00:12, 32.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 79/469 [00:02<00:12, 32.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 80/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 80/469 [00:02<00:12, 32.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 81/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 81/469 [00:02<00:11, 32.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 82/469 [00:02<00:11, 32.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  17%|█▋        | 82/469 [00:02<00:11, 32.44it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 83/469 [00:02<00:11, 32.57it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 83/469 [00:02<00:11, 32.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 84/469 [00:02<00:11, 32.64it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 84/469 [00:02<00:11, 32.63it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 85/469 [00:02<00:11, 32.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 85/469 [00:02<00:11, 32.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 86/469 [00:02<00:11, 32.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  18%|█▊        | 86/469 [00:02<00:11, 32.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▊        | 87/469 [00:02<00:11, 32.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▊        | 87/469 [00:02<00:11, 32.88it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 88/469 [00:02<00:11, 32.99it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 88/469 [00:02<00:11, 32.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 89/469 [00:02<00:11, 33.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 89/469 [00:02<00:11, 33.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 90/469 [00:02<00:11, 33.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 90/469 [00:02<00:11, 33.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 91/469 [00:02<00:11, 33.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  19%|█▉        | 91/469 [00:02<00:11, 33.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|█▉        | 92/469 [00:02<00:11, 33.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|█▉        | 92/469 [00:02<00:11, 33.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|█▉        | 93/469 [00:02<00:11, 33.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|█▉        | 93/469 [00:02<00:11, 33.36it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|██        | 94/469 [00:02<00:11, 33.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|██        | 94/469 [00:02<00:11, 33.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|██        | 95/469 [00:02<00:11, 33.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|██        | 95/469 [00:02<00:11, 33.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|██        | 96/469 [00:02<00:11, 33.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  20%|██        | 96/469 [00:02<00:11, 33.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██        | 97/469 [00:02<00:11, 33.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██        | 97/469 [00:02<00:11, 33.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██        | 98/469 [00:02<00:10, 33.77it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██        | 98/469 [00:02<00:10, 33.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██        | 99/469 [00:02<00:10, 33.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██        | 99/469 [00:02<00:10, 33.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██▏       | 100/469 [00:02<00:10, 33.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  21%|██▏       | 100/469 [00:02<00:10, 33.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 101/469 [00:02<00:10, 33.98it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 101/469 [00:02<00:10, 33.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 102/469 [00:02<00:10, 34.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 102/469 [00:02<00:10, 34.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 103/469 [00:03<00:10, 34.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 103/469 [00:03<00:10, 34.11it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 104/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 104/469 [00:03<00:10, 34.20it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 105/469 [00:03<00:10, 34.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  22%|██▏       | 105/469 [00:03<00:10, 34.28it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 106/469 [00:03<00:10, 34.32it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 106/469 [00:03<00:10, 34.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 107/469 [00:03<00:10, 34.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 107/469 [00:03<00:10, 34.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 108/469 [00:03<00:10, 34.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 108/469 [00:03<00:10, 34.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 109/469 [00:03<00:10, 34.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 109/469 [00:03<00:10, 34.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 110/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  23%|██▎       | 110/469 [00:03<00:10, 34.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▎       | 111/469 [00:03<00:10, 34.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▎       | 111/469 [00:03<00:10, 34.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▍       | 112/469 [00:03<00:10, 34.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▍       | 112/469 [00:03<00:10, 34.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▍       | 113/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▍       | 113/469 [00:03<00:10, 34.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▍       | 114/469 [00:03<00:10, 34.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  24%|██▍       | 114/469 [00:03<00:10, 34.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▍       | 115/469 [00:03<00:10, 34.88it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▍       | 115/469 [00:03<00:10, 34.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▍       | 116/469 [00:03<00:10, 34.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▍       | 116/469 [00:03<00:10, 34.91it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▍       | 117/469 [00:03<00:10, 34.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▍       | 117/469 [00:03<00:10, 34.98it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▌       | 118/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▌       | 118/469 [00:03<00:10, 35.02it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▌       | 119/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  25%|██▌       | 119/469 [00:03<00:09, 35.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 120/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 120/469 [00:03<00:09, 35.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 121/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 121/469 [00:03<00:09, 35.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 122/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 122/469 [00:03<00:09, 35.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 123/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▌       | 123/469 [00:03<00:09, 35.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▋       | 124/469 [00:03<00:09, 35.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  26%|██▋       | 124/469 [00:03<00:09, 35.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 125/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 125/469 [00:03<00:09, 35.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 126/469 [00:03<00:09, 35.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 126/469 [00:03<00:09, 35.43it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 127/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 127/469 [00:03<00:09, 35.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 128/469 [00:03<00:09, 35.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  27%|██▋       | 128/469 [00:03<00:09, 35.53it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 129/469 [00:03<00:09, 35.60it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 129/469 [00:03<00:09, 35.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 130/469 [00:03<00:09, 35.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 130/469 [00:03<00:09, 35.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 131/469 [00:03<00:09, 35.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 131/469 [00:03<00:09, 35.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 132/469 [00:03<00:09, 35.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 132/469 [00:03<00:09, 35.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 133/469 [00:03<00:09, 35.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  28%|██▊       | 133/469 [00:03<00:09, 35.78it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▊       | 134/469 [00:03<00:09, 35.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▊       | 134/469 [00:03<00:09, 35.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 135/469 [00:03<00:09, 35.87it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 135/469 [00:03<00:09, 35.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 136/469 [00:03<00:09, 35.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 136/469 [00:03<00:09, 35.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 137/469 [00:03<00:09, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 137/469 [00:03<00:09, 35.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 138/469 [00:03<00:09, 35.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  29%|██▉       | 138/469 [00:03<00:09, 35.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|██▉       | 139/469 [00:03<00:09, 36.02it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|██▉       | 139/469 [00:03<00:09, 36.02it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|██▉       | 140/469 [00:03<00:09, 36.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|██▉       | 140/469 [00:03<00:09, 36.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|███       | 141/469 [00:03<00:09, 36.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|███       | 141/469 [00:03<00:09, 36.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|███       | 142/469 [00:03<00:09, 36.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|███       | 142/469 [00:03<00:09, 36.12it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|███       | 143/469 [00:03<00:09, 36.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  30%|███       | 143/469 [00:03<00:09, 36.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███       | 144/469 [00:03<00:08, 36.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███       | 144/469 [00:03<00:08, 36.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███       | 145/469 [00:04<00:08, 36.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███       | 145/469 [00:04<00:08, 36.23it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███       | 146/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███       | 146/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███▏      | 147/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  31%|███▏      | 147/469 [00:04<00:08, 36.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 148/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 148/469 [00:04<00:08, 36.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 149/469 [00:04<00:08, 36.36it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 149/469 [00:04<00:08, 36.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 150/469 [00:04<00:08, 36.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 150/469 [00:04<00:08, 36.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 151/469 [00:04<00:08, 36.42it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 151/469 [00:04<00:08, 36.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 152/469 [00:04<00:08, 36.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  32%|███▏      | 152/469 [00:04<00:08, 36.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 153/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 153/469 [00:04<00:08, 36.48it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 154/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 154/469 [00:04<00:08, 36.54it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 155/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 155/469 [00:04<00:08, 36.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 156/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 156/469 [00:04<00:08, 36.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 157/469 [00:04<00:08, 36.66it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  33%|███▎      | 157/469 [00:04<00:08, 36.65it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▎      | 158/469 [00:04<00:08, 36.68it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▎      | 158/469 [00:04<00:08, 36.67it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▍      | 159/469 [00:04<00:08, 36.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▍      | 159/469 [00:04<00:08, 36.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▍      | 160/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▍      | 160/469 [00:04<00:08, 36.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▍      | 161/469 [00:04<00:08, 36.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  34%|███▍      | 161/469 [00:04<00:08, 36.80it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▍      | 162/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▍      | 162/469 [00:04<00:08, 36.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▍      | 163/469 [00:04<00:08, 36.86it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▍      | 163/469 [00:04<00:08, 36.86it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▍      | 164/469 [00:04<00:08, 36.88it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▍      | 164/469 [00:04<00:08, 36.87it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▌      | 165/469 [00:04<00:08, 36.92it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▌      | 165/469 [00:04<00:08, 36.91it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▌      | 166/469 [00:04<00:08, 36.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  35%|███▌      | 166/469 [00:04<00:08, 36.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 167/469 [00:04<00:08, 36.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 167/469 [00:04<00:08, 36.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 168/469 [00:04<00:08, 36.97it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 168/469 [00:04<00:08, 36.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 169/469 [00:04<00:08, 36.99it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 169/469 [00:04<00:08, 36.99it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 170/469 [00:04<00:08, 37.01it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▌      | 170/469 [00:04<00:08, 37.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▋      | 171/469 [00:04<00:08, 37.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  36%|███▋      | 171/469 [00:04<00:08, 37.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 172/469 [00:04<00:08, 37.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 172/469 [00:04<00:08, 37.05it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 173/469 [00:04<00:07, 37.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 173/469 [00:04<00:07, 37.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 174/469 [00:04<00:07, 37.10it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 174/469 [00:04<00:07, 37.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 175/469 [00:04<00:07, 37.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  37%|███▋      | 175/469 [00:04<00:07, 37.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 176/469 [00:04<00:07, 37.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 176/469 [00:04<00:07, 37.14it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 177/469 [00:04<00:07, 37.16it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 177/469 [00:04<00:07, 37.15it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 178/469 [00:04<00:07, 37.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 178/469 [00:04<00:07, 37.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 179/469 [00:04<00:07, 37.20it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 179/469 [00:04<00:07, 37.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 180/469 [00:04<00:07, 37.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  38%|███▊      | 180/469 [00:04<00:07, 37.21it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▊      | 181/469 [00:04<00:07, 37.23it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▊      | 181/469 [00:04<00:07, 37.23it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 182/469 [00:04<00:07, 37.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 182/469 [00:04<00:07, 37.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 183/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 183/469 [00:04<00:07, 37.26it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 184/469 [00:04<00:07, 37.29it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 184/469 [00:04<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 185/469 [00:04<00:07, 37.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  39%|███▉      | 185/469 [00:04<00:07, 37.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|███▉      | 186/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|███▉      | 186/469 [00:04<00:07, 37.31it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|███▉      | 187/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|███▉      | 187/469 [00:05<00:07, 37.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|████      | 188/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|████      | 188/469 [00:05<00:07, 37.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|████      | 189/469 [00:05<00:07, 37.37it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  40%|████      | 189/469 [00:05<00:07, 37.36it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 190/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 190/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 191/469 [00:05<00:07, 37.41it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 191/469 [00:05<00:07, 37.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 192/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 192/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 193/469 [00:05<00:07, 37.45it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████      | 193/469 [00:05<00:07, 37.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████▏     | 194/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  41%|████▏     | 194/469 [00:05<00:07, 37.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 195/469 [00:05<00:07, 37.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 195/469 [00:05<00:07, 37.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 196/469 [00:05<00:07, 37.53it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 196/469 [00:05<00:07, 37.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 197/469 [00:05<00:07, 37.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 197/469 [00:05<00:07, 37.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 198/469 [00:05<00:07, 37.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 198/469 [00:05<00:07, 37.56it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 199/469 [00:05<00:07, 37.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  42%|████▏     | 199/469 [00:05<00:07, 37.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 200/469 [00:05<00:07, 37.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 200/469 [00:05<00:07, 37.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 201/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 201/469 [00:05<00:07, 37.62it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 202/469 [00:05<00:07, 37.65it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 202/469 [00:05<00:07, 37.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 203/469 [00:05<00:07, 37.66it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 203/469 [00:05<00:07, 37.66it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 204/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  43%|████▎     | 204/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▎     | 205/469 [00:05<00:07, 37.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▎     | 205/469 [00:05<00:07, 37.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▍     | 206/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▍     | 206/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▍     | 207/469 [00:05<00:06, 37.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▍     | 207/469 [00:05<00:06, 37.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▍     | 208/469 [00:05<00:06, 37.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  44%|████▍     | 208/469 [00:05<00:06, 37.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▍     | 209/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▍     | 209/469 [00:05<00:06, 37.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▍     | 210/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▍     | 210/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▍     | 211/469 [00:05<00:06, 37.82it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▍     | 211/469 [00:05<00:06, 37.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▌     | 212/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▌     | 212/469 [00:05<00:06, 37.84it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▌     | 213/469 [00:05<00:06, 37.86it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  45%|████▌     | 213/469 [00:05<00:06, 37.85it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▌     | 214/469 [00:05<00:06, 37.89it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▌     | 214/469 [00:05<00:06, 37.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▌     | 215/469 [00:05<00:06, 37.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▌     | 215/469 [00:05<00:06, 37.89it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▌     | 216/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▌     | 216/469 [00:05<00:06, 37.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▋     | 217/469 [00:05<00:06, 37.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▋     | 217/469 [00:05<00:06, 37.93it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▋     | 218/469 [00:05<00:06, 37.96it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  46%|████▋     | 218/469 [00:05<00:06, 37.96it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 219/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 219/469 [00:05<00:06, 37.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 220/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 220/469 [00:05<00:06, 37.99it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 221/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 221/469 [00:05<00:06, 38.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 222/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  47%|████▋     | 222/469 [00:05<00:06, 38.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 223/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 223/469 [00:05<00:06, 38.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 224/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 224/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 225/469 [00:05<00:06, 38.07it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 225/469 [00:05<00:06, 38.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 226/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 226/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 227/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  48%|████▊     | 227/469 [00:05<00:06, 38.09it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▊     | 228/469 [00:05<00:06, 38.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▊     | 228/469 [00:05<00:06, 38.11it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 229/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 229/469 [00:06<00:06, 38.12it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 230/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 230/469 [00:06<00:06, 38.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 231/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 231/469 [00:06<00:06, 38.15it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 232/469 [00:06<00:06, 38.18it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  49%|████▉     | 232/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|████▉     | 233/469 [00:06<00:06, 38.18it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|████▉     | 233/469 [00:06<00:06, 38.17it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|████▉     | 234/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|████▉     | 234/469 [00:06<00:06, 38.20it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|█████     | 235/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|█████     | 235/469 [00:06<00:06, 38.21it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|█████     | 236/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  50%|█████     | 236/469 [00:06<00:06, 38.23it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 237/469 [00:06<00:06, 38.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 237/469 [00:06<00:06, 38.24it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 238/469 [00:06<00:06, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 238/469 [00:06<00:06, 38.26it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 239/469 [00:06<00:06, 38.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 239/469 [00:06<00:06, 38.27it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 240/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████     | 240/469 [00:06<00:05, 38.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████▏    | 241/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  51%|█████▏    | 241/469 [00:06<00:05, 38.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 242/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 242/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 243/469 [00:06<00:05, 38.33it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 243/469 [00:06<00:05, 38.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 244/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 244/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 245/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 245/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 246/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  52%|█████▏    | 246/469 [00:06<00:05, 38.35it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 247/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 247/469 [00:06<00:05, 38.36it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 248/469 [00:06<00:05, 38.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 248/469 [00:06<00:05, 38.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 249/469 [00:06<00:05, 38.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 249/469 [00:06<00:05, 38.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  53%|█████▎    | 250/469 [00:06<00:05, 38.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▎    | 251/469 [00:06<00:05, 38.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▎    | 251/469 [00:06<00:05, 38.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▎    | 252/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▎    | 252/469 [00:06<00:05, 38.42it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▍    | 253/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▍    | 253/469 [00:06<00:05, 38.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▍    | 254/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▍    | 254/469 [00:06<00:05, 38.44it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▍    | 255/469 [00:06<00:05, 38.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  54%|█████▍    | 255/469 [00:06<00:05, 38.45it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▍    | 256/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▍    | 256/469 [00:06<00:05, 38.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▍    | 257/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▍    | 257/469 [00:06<00:05, 38.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▌    | 258/469 [00:06<00:05, 38.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▌    | 258/469 [00:06<00:05, 38.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▌    | 259/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▌    | 259/469 [00:06<00:05, 38.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▌    | 260/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  55%|█████▌    | 260/469 [00:06<00:05, 38.50it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▌    | 261/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▌    | 261/469 [00:06<00:05, 38.51it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▌    | 262/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▌    | 262/469 [00:06<00:05, 38.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▌    | 263/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▌    | 263/469 [00:06<00:05, 38.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▋    | 264/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  56%|█████▋    | 264/469 [00:06<00:05, 38.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 265/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 265/469 [00:06<00:05, 38.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 266/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 266/469 [00:06<00:05, 38.57it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 267/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 267/469 [00:06<00:05, 38.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 268/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 268/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 269/469 [00:06<00:05, 38.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  57%|█████▋    | 269/469 [00:06<00:05, 38.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 270/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 270/469 [00:06<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 271/469 [00:07<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 271/469 [00:07<00:05, 38.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 272/469 [00:07<00:05, 38.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 272/469 [00:07<00:05, 38.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 273/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 274/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  58%|█████▊    | 274/469 [00:07<00:05, 38.68it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▊    | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▊    | 275/469 [00:07<00:05, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 276/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 276/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 277/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 277/469 [00:07<00:04, 38.70it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 278/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 278/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 279/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  59%|█████▉    | 279/469 [00:07<00:04, 38.72it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|█████▉    | 280/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|█████▉    | 280/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|█████▉    | 281/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|█████▉    | 281/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|██████    | 282/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|██████    | 282/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|██████    | 283/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  60%|██████    | 283/469 [00:07<00:04, 38.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 284/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 284/469 [00:07<00:04, 38.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 285/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 285/469 [00:07<00:04, 38.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 286/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 286/469 [00:07<00:04, 38.77it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 287/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████    | 287/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████▏   | 288/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  61%|██████▏   | 288/469 [00:07<00:04, 38.79it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 289/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 289/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 290/469 [00:07<00:04, 38.81it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 290/469 [00:07<00:04, 38.80it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 291/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 291/469 [00:07<00:04, 38.82it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 292/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 292/469 [00:07<00:04, 38.83it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 293/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  62%|██████▏   | 293/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 294/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 294/469 [00:07<00:04, 38.85it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 295/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 295/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 296/469 [00:07<00:04, 38.88it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 296/469 [00:07<00:04, 38.87it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 297/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  63%|██████▎   | 297/469 [00:07<00:04, 38.89it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▎   | 298/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▎   | 298/469 [00:07<00:04, 38.90it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 299/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 299/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 300/469 [00:07<00:04, 38.92it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 301/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 301/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  64%|██████▍   | 302/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▍   | 303/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▍   | 303/469 [00:07<00:04, 38.94it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▍   | 304/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▍   | 304/469 [00:07<00:04, 38.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▌   | 305/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▌   | 305/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▌   | 306/469 [00:07<00:04, 38.96it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▌   | 306/469 [00:07<00:04, 38.95it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▌   | 307/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  65%|██████▌   | 307/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▌   | 308/469 [00:07<00:04, 38.98it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▌   | 308/469 [00:07<00:04, 38.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▌   | 309/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▌   | 309/469 [00:07<00:04, 38.99it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▌   | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▌   | 310/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▋   | 311/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  66%|██████▋   | 311/469 [00:07<00:04, 39.01it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 312/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 312/469 [00:07<00:04, 39.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 313/469 [00:08<00:03, 39.03it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 314/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 315/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 315/469 [00:08<00:03, 39.04it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 316/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  67%|██████▋   | 316/469 [00:08<00:03, 39.05it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 317/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 317/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 318/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 318/469 [00:08<00:03, 39.06it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 319/469 [00:08<00:03, 39.08it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 320/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 320/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  68%|██████▊   | 321/469 [00:08<00:03, 39.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▊   | 322/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▊   | 322/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▉   | 323/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▉   | 323/469 [00:08<00:03, 39.12it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▉   | 324/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▉   | 324/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▉   | 325/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  69%|██████▉   | 325/469 [00:08<00:03, 39.14it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|██████▉   | 326/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|██████▉   | 326/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|██████▉   | 327/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|██████▉   | 327/469 [00:08<00:03, 39.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|██████▉   | 328/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|██████▉   | 328/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|███████   | 329/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|███████   | 329/469 [00:08<00:03, 39.18it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|███████   | 330/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  70%|███████   | 330/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 331/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 331/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 332/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 332/469 [00:08<00:03, 39.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 333/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 333/469 [00:08<00:03, 39.21it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 334/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████   | 334/469 [00:08<00:03, 39.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████▏  | 335/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  71%|███████▏  | 335/469 [00:08<00:03, 39.24it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 336/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 336/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 337/469 [00:08<00:03, 39.26it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 337/469 [00:08<00:03, 39.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 338/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 338/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 339/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 339/469 [00:08<00:03, 39.27it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 340/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  72%|███████▏  | 340/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 341/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 341/469 [00:08<00:03, 39.29it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 342/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 342/469 [00:08<00:03, 39.30it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 343/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 343/469 [00:08<00:03, 39.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 344/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  73%|███████▎  | 344/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▎  | 345/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▎  | 345/469 [00:08<00:03, 39.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 346/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 346/469 [00:08<00:03, 39.33it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 347/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 347/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 348/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 348/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 349/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  74%|███████▍  | 349/469 [00:08<00:03, 39.34it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▍  | 350/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▍  | 350/469 [00:08<00:03, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▍  | 351/469 [00:08<00:02, 39.35it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▍  | 351/469 [00:08<00:02, 39.35it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▌  | 352/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▌  | 352/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▌  | 353/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▌  | 353/469 [00:08<00:02, 39.37it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▌  | 354/469 [00:08<00:02, 39.38it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  75%|███████▌  | 354/469 [00:08<00:02, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▌  | 355/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▌  | 355/469 [00:09<00:02, 39.38it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▌  | 356/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▌  | 356/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▌  | 357/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▌  | 357/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▋  | 358/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  76%|███████▋  | 358/469 [00:09<00:02, 39.39it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 359/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 359/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 360/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 360/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 361/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 361/469 [00:09<00:02, 39.40it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 362/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 362/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 363/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  77%|███████▋  | 363/469 [00:09<00:02, 39.41it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 364/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 364/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 365/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 365/469 [00:09<00:02, 39.42it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 366/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 366/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 367/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 367/469 [00:09<00:02, 39.43it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 368/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  78%|███████▊  | 368/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▊  | 369/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▊  | 369/469 [00:09<00:02, 39.44it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▉  | 370/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▉  | 370/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▉  | 371/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▉  | 371/469 [00:09<00:02, 39.45it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▉  | 372/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  79%|███████▉  | 372/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|███████▉  | 373/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|███████▉  | 373/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|███████▉  | 374/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|███████▉  | 374/469 [00:09<00:02, 39.46it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|███████▉  | 375/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|███████▉  | 375/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|████████  | 376/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|████████  | 376/469 [00:09<00:02, 39.47it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|████████  | 377/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  80%|████████  | 377/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 378/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 378/469 [00:09<00:02, 39.48it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 379/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 379/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 380/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 380/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████  | 381/469 [00:09<00:02, 39.49it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████▏ | 382/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  81%|████████▏ | 382/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 383/469 [00:09<00:02, 39.50it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 384/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 384/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 385/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 386/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  82%|████████▏ | 386/469 [00:09<00:02, 39.51it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 387/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 388/469 [00:09<00:02, 39.52it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.961, f1/train=0.961, precision/train=0.961, recall/train=0.961, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 389/469 [00:09<00:02, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 390/469 [00:09<00:01, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 390/469 [00:09<00:01, 39.53it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 391/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  83%|████████▎ | 391/469 [00:09<00:01, 39.53it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▎ | 392/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▎ | 392/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 393/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 393/469 [00:09<00:01, 39.54it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 394/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 394/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 395/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 395/469 [00:09<00:01, 39.55it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 396/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  84%|████████▍ | 396/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▍ | 397/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▍ | 397/469 [00:10<00:01, 39.56it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▍ | 398/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▌ | 399/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▌ | 399/469 [00:10<00:01, 39.57it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▌ | 400/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  85%|████████▌ | 400/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 401/469 [00:10<00:01, 39.59it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 401/469 [00:10<00:01, 39.58it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 402/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 403/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 403/469 [00:10<00:01, 39.60it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▌ | 404/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▋ | 405/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  86%|████████▋ | 405/469 [00:10<00:01, 39.61it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 406/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 407/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 407/469 [00:10<00:01, 39.62it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 408/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 409/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 409/469 [00:10<00:01, 39.63it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 410/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  87%|████████▋ | 410/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 411/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 411/469 [00:10<00:01, 39.64it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 412/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 412/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 413/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 413/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 414/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 414/469 [00:10<00:01, 39.65it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 415/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  88%|████████▊ | 415/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▊ | 416/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▊ | 416/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▉ | 417/469 [00:10<00:01, 39.67it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▉ | 417/469 [00:10<00:01, 39.66it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▉ | 418/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▉ | 418/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▉ | 419/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  89%|████████▉ | 419/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|████████▉ | 420/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|████████▉ | 420/469 [00:10<00:01, 39.68it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|████████▉ | 421/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|████████▉ | 421/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|████████▉ | 422/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|████████▉ | 422/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|█████████ | 423/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|█████████ | 423/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|█████████ | 424/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  90%|█████████ | 424/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████ | 425/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████ | 425/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████ | 426/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████ | 426/469 [00:10<00:01, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████ | 427/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████ | 427/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████▏| 428/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████▏| 428/469 [00:10<00:01, 39.69it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████▏| 429/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  91%|█████████▏| 429/469 [00:10<00:01, 39.70it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 430/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 430/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 431/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 431/469 [00:10<00:00, 39.71it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 432/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 432/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 433/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  92%|█████████▏| 433/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 434/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 434/469 [00:10<00:00, 39.72it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 435/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 435/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 436/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 436/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 437/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 437/469 [00:10<00:00, 39.73it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 438/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  93%|█████████▎| 438/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▎| 439/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▎| 439/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 440/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 440/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 441/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 441/469 [00:11<00:00, 39.74it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 442/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 442/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 443/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  94%|█████████▍| 443/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▍| 444/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▍| 444/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▍| 445/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▌| 446/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.969, f1/train=0.969, precision/train=0.969, recall/train=0.969, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▌| 446/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  95%|█████████▌| 447/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 448/469 [00:11<00:00, 39.76it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 449/469 [00:11<00:00, 39.75it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 450/469 [00:11<00:00, 39.78it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 450/469 [00:11<00:00, 39.77it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 451/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▌| 451/469 [00:11<00:00, 39.81it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▋| 452/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  96%|█████████▋| 452/469 [00:11<00:00, 39.84it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 453/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.953, f1/train=0.953, precision/train=0.953, recall/train=0.953, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 453/469 [00:11<00:00, 39.87it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 454/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 454/469 [00:11<00:00, 39.90it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 455/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 455/469 [00:11<00:00, 39.93it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 456/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 456/469 [00:11<00:00, 39.96it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 457/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  97%|█████████▋| 457/469 [00:11<00:00, 39.97it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 458/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 458/469 [00:11<00:00, 40.00it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 459/469 [00:11<00:00, 40.04it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 459/469 [00:11<00:00, 40.03it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 460/469 [00:11<00:00, 40.07it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 460/469 [00:11<00:00, 40.06it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 461/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=0.977, f1/train=0.977, precision/train=0.977, recall/train=0.977, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  98%|█████████▊| 461/469 [00:11<00:00, 40.10it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▊| 462/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▊| 462/469 [00:11<00:00, 40.13it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▊| 463/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▊| 463/469 [00:11<00:00, 40.16it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▉| 464/469 [00:11<00:00, 40.19it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▉| 464/469 [00:11<00:00, 40.19it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▉| 465/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=1.000, f1/train=1.000, precision/train=1.000, recall/train=1.000, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▉| 465/469 [00:11<00:00, 40.22it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▉| 466/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9:  99%|█████████▉| 466/469 [00:11<00:00, 40.25it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 467/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 467/469 [00:11<00:00, 40.28it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 468/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.984, f1/train=0.984, precision/train=0.984, recall/train=0.984, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|█████████▉| 468/469 [00:11<00:00, 40.31it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|██████████| 469/469 [00:11<00:00, 40.32it/s, v_num=8, acc1/train=0.992, f1/train=0.992, precision/train=0.992, recall/train=0.992, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]
Epoch 9: 100%|██████████| 469/469 [00:11<00:00, 40.32it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.983, f1/val=0.983, precision/val=0.983, recall/val=0.983]

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Epoch 9: 100%|██████████| 469/469 [00:13<00:00, 35.72it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 9: 100%|██████████| 469/469 [00:13<00:00, 35.72it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]
Epoch 9: 100%|██████████| 469/469 [00:13<00:00, 35.72it/s, v_num=8, acc1/train=0.990, f1/train=0.990, precision/train=0.990, recall/train=0.990, acc1/val=0.985, f1/val=0.985, precision/val=0.985, recall/val=0.985]

SupervisedCrossEntropy(
  (backbone): LeNet(
    (conv1): Conv2d(1, 6, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))
    (pool1): AvgPool2d(kernel_size=2, stride=2, padding=0)
    (conv2): Conv2d(6, 16, kernel_size=(5, 5), stride=(1, 1))
    (pool2): AvgPool2d(kernel_size=2, stride=2, padding=0)
    (fc1): Linear(in_features=400, out_features=120, bias=True)
    (fc2): Linear(in_features=120, out_features=84, bias=True)
    (fc3): Linear(in_features=84, out_features=10, bias=True)
  )
)

Visualization of the classification metrics during training

During training, we can visualize the classification metrics logged by the MetricsCallback using TensorBoard. The logged metrics are stored in the lightning_logs folder by default. They contain the accuracy, F1-score, precision (macro) and recall (macro).

def get_last_log_version(logs_dir="lightning_logs"):
    versions = []
    for d in os.listdir(logs_dir):
        match = re.match(r"version_(\d+)", d)
        if match:
            versions.append(int(match.group(1)))
    return max(versions) if versions else None


log_dir = f"lightning_logs/version_{get_last_log_version()}/"
ea = event_accumulator.EventAccumulator(log_dir)
ea.Reload()
metrics = [
    "acc1/val",
    "f1/val",
    "precision/val",
    "recall/val",
]
scalars = {m: ea.Scalars(m) for m in metrics}

Once all the metrics are loaded, we plot them as the number of training steps increases:

plt.figure(figsize=(5, 3))
for m, events in scalars.items():
    steps = [e.step for e in events]
    values = [e.value for e in events]
    plt.plot(steps, values, label=m)
plt.xlabel(f"Nb steps (batch size={batch_size})")
plt.ylabel("Metric score")
plt.title("Classification scores on MNIST (test)")
plt.legend()
plt.show()

Unsupervised contrastive learning with metrics callback

We now demonstrate how to plot self-supervised metrics (alignment and uniformity scores) during the training of a SimCLR model (implementation from NIDL). The logic is the same as before.

Dataset and data augmentations for contrastive learning

To perform self-supervisde contrastive learning, we need to define a set of data augmentations to create multiple views of the same image. Since we work with grayscale images, we will use random resized crop and Gaussian blur. We reduce the size of the Gaussian kernel to 3x3 since MNIST images are only 28x28 pixels.

contrast_transforms = transforms.Compose(
    [
        transforms.RandomResizedCrop(size=28, scale=(0.8, 1.0)),
        transforms.GaussianBlur(kernel_size=3),
        transforms.ToTensor(),
        transforms.Normalize((0.5,), (0.5,)),
    ]
)

We create a custom dataset that returns only the images (without labels).

class SSL_MNIST(MNIST):
    def __getitem__(self, index):
        img, _ = super().__getitem__(index)
        return img


ssl_dataset = SSL_MNIST(
    data_dir,
    download=True,
    transform=MultiViewsTransform(contrast_transforms, n_views=2),
)
test_ssl_dataset = SSL_MNIST(
    data_dir,
    download=True,
    train=False,
    transform=MultiViewsTransform(contrast_transforms, n_views=2),
)

train_ssl_loader = DataLoader(
    ssl_dataset,
    batch_size=batch_size,
    shuffle=True,
    pin_memory=True,
    num_workers=num_workers,
)
test_ssl_loader = DataLoader(
    test_ssl_dataset,
    batch_size=batch_size,
    shuffle=False,
    pin_memory=True,
    num_workers=num_workers,
)

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100%|██████████| 9.91M/9.91M [00:00<00:00, 17.1MB/s]

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100%|██████████| 28.9k/28.9k [00:00<00:00, 397kB/s]

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  6%|▌         | 98.3k/1.65M [00:00<00:02, 690kB/s]
 26%|██▌       | 426k/1.65M [00:00<00:00, 1.63MB/s]
100%|██████████| 1.65M/1.65M [00:00<00:00, 4.58MB/s]

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100%|██████████| 4.54k/4.54k [00:00<00:00, 19.3MB/s]

Now, we create the callback that will compute and log the self-supervised metrics during training and validation.

Important remark: uniformity score cannot be aggregated with a simple average over batch as the alignment score. Here, we perform an exact computation of the uniformity score on the validation set only. The score on the training set is just an approximation but we don’t require exact computation as the model’s weights are changing over iterations.

callback = MetricsCallback(
    metrics={
        "alignment": alignment_score,
        "uniformity": uniformity_score,
        "contrastive_acc": contrastive_accuracy_score,
    },
    needs={
        "alignment": ["Z1", "Z2"],
        "uniformity": {"z": lambda out: concat((out["Z1"], out["Z2"]))},
        "contrastive_acc": ["Z1", "Z2"],
    },
    every_n_train_steps=1,
    every_n_val_epochs=2,
)

model = SimCLR(
    encoder=LeNet(num_classes=latent_size),
    hidden_dims=[latent_size, 32],
    lr=3e-4,
    temperature=0.1,
    weight_decay=5e-5,
    max_epochs=30,
    enable_checkpointing=False,
    callbacks=callback,  # <-- key part for metrics computation
)

model.fit(train_ssl_loader, test_ssl_loader)

Sanity Checking: |          | 0/? [00:00<?, ?it/s]
Sanity Checking: |          | 0/? [00:00<?, ?it/s]
Sanity Checking DataLoader 0:   0%|          | 0/2 [00:00<?, ?it/s]
Sanity Checking DataLoader 0:  50%|█████     | 1/2 [00:00<00:00,  3.42it/s]
Sanity Checking DataLoader 0: 100%|██████████| 2/2 [00:00<00:00,  4.43it/s]


Training: |          | 0/? [00:00<?, ?it/s]
Training: |          | 0/? [00:00<?, ?it/s]
Epoch 0:   0%|          | 0/469 [00:00<?, ?it/s]
Epoch 0:   0%|          | 1/469 [00:01<09:15,  0.84it/s]
Epoch 0:   0%|          | 1/469 [00:01<09:16,  0.84it/s, v_num=9, loss/train=5.540, alignment/train=4.24e-5, uniformity/train=-0.00026, contrastive_acc/train=0.398]
Epoch 0:   0%|          | 2/469 [00:01<04:57,  1.57it/s, v_num=9, loss/train=5.540, alignment/train=4.24e-5, uniformity/train=-0.00026, contrastive_acc/train=0.398]
Epoch 0:   0%|          | 2/469 [00:01<04:57,  1.57it/s, v_num=9, loss/train=5.540, alignment/train=4.3e-5, uniformity/train=-0.000367, contrastive_acc/train=0.426]
Epoch 0:   1%|          | 3/469 [00:01<03:26,  2.25it/s, v_num=9, loss/train=5.540, alignment/train=4.3e-5, uniformity/train=-0.000367, contrastive_acc/train=0.426]
Epoch 0:   1%|          | 3/469 [00:01<03:27,  2.25it/s, v_num=9, loss/train=5.540, alignment/train=6.17e-5, uniformity/train=-0.00068, contrastive_acc/train=0.496]
Epoch 0:   1%|          | 4/469 [00:01<02:47,  2.78it/s, v_num=9, loss/train=5.540, alignment/train=6.17e-5, uniformity/train=-0.00068, contrastive_acc/train=0.496]
Epoch 0:   1%|          | 4/469 [00:01<02:47,  2.78it/s, v_num=9, loss/train=5.540, alignment/train=7.96e-5, uniformity/train=-0.000957, contrastive_acc/train=0.473]
Epoch 0:   1%|          | 5/469 [00:01<02:21,  3.29it/s, v_num=9, loss/train=5.540, alignment/train=7.96e-5, uniformity/train=-0.000957, contrastive_acc/train=0.473]
Epoch 0:   1%|          | 5/469 [00:01<02:21,  3.29it/s, v_num=9, loss/train=5.540, alignment/train=0.000106, uniformity/train=-0.00157, contrastive_acc/train=0.395]
Epoch 0:   1%|▏         | 6/469 [00:01<02:08,  3.61it/s, v_num=9, loss/train=5.540, alignment/train=0.000106, uniformity/train=-0.00157, contrastive_acc/train=0.395]
Epoch 0:   1%|▏         | 6/469 [00:01<02:08,  3.61it/s, v_num=9, loss/train=5.540, alignment/train=0.000122, uniformity/train=-0.00199, contrastive_acc/train=0.531]
Epoch 0:   1%|▏         | 7/469 [00:01<01:53,  4.07it/s, v_num=9, loss/train=5.540, alignment/train=0.000122, uniformity/train=-0.00199, contrastive_acc/train=0.531]
Epoch 0:   1%|▏         | 7/469 [00:01<01:53,  4.07it/s, v_num=9, loss/train=5.540, alignment/train=0.000153, uniformity/train=-0.00265, contrastive_acc/train=0.512]
Epoch 0:   2%|▏         | 8/469 [00:01<01:44,  4.40it/s, v_num=9, loss/train=5.540, alignment/train=0.000153, uniformity/train=-0.00265, contrastive_acc/train=0.512]
Epoch 0:   2%|▏         | 8/469 [00:01<01:44,  4.40it/s, v_num=9, loss/train=5.530, alignment/train=0.000203, uniformity/train=-0.00328, contrastive_acc/train=0.477]
Epoch 0:   2%|▏         | 9/469 [00:01<01:35,  4.80it/s, v_num=9, loss/train=5.530, alignment/train=0.000203, uniformity/train=-0.00328, contrastive_acc/train=0.477]
Epoch 0:   2%|▏         | 9/469 [00:01<01:35,  4.80it/s, v_num=9, loss/train=5.530, alignment/train=0.000248, uniformity/train=-0.00425, contrastive_acc/train=0.414]
Epoch 0:   2%|▏         | 10/469 [00:01<01:28,  5.18it/s, v_num=9, loss/train=5.530, alignment/train=0.000248, uniformity/train=-0.00425, contrastive_acc/train=0.414]
Epoch 0:   2%|▏         | 10/469 [00:01<01:28,  5.18it/s, v_num=9, loss/train=5.530, alignment/train=0.000385, uniformity/train=-0.00548, contrastive_acc/train=0.352]
Epoch 0:   2%|▏         | 11/469 [00:02<01:27,  5.23it/s, v_num=9, loss/train=5.530, alignment/train=0.000385, uniformity/train=-0.00548, contrastive_acc/train=0.352]
Epoch 0:   2%|▏         | 11/469 [00:02<01:27,  5.23it/s, v_num=9, loss/train=5.530, alignment/train=0.000451, uniformity/train=-0.00666, contrastive_acc/train=0.461]
Epoch 0:   3%|▎         | 12/469 [00:02<01:22,  5.56it/s, v_num=9, loss/train=5.530, alignment/train=0.000451, uniformity/train=-0.00666, contrastive_acc/train=0.461]
Epoch 0:   3%|▎         | 12/469 [00:02<01:22,  5.56it/s, v_num=9, loss/train=5.520, alignment/train=0.000514, uniformity/train=-0.008, contrastive_acc/train=0.324]
Epoch 0:   3%|▎         | 13/469 [00:02<01:17,  5.87it/s, v_num=9, loss/train=5.520, alignment/train=0.000514, uniformity/train=-0.008, contrastive_acc/train=0.324]
Epoch 0:   3%|▎         | 13/469 [00:02<01:17,  5.86it/s, v_num=9, loss/train=5.520, alignment/train=0.000784, uniformity/train=-0.0102, contrastive_acc/train=0.387]
Epoch 0:   3%|▎         | 14/469 [00:02<01:15,  6.03it/s, v_num=9, loss/train=5.520, alignment/train=0.000784, uniformity/train=-0.0102, contrastive_acc/train=0.387]
Epoch 0:   3%|▎         | 14/469 [00:02<01:15,  6.02it/s, v_num=9, loss/train=5.510, alignment/train=0.000708, uniformity/train=-0.0144, contrastive_acc/train=0.434]
Epoch 0:   3%|▎         | 15/469 [00:02<01:14,  6.12it/s, v_num=9, loss/train=5.510, alignment/train=0.000708, uniformity/train=-0.0144, contrastive_acc/train=0.434]
Epoch 0:   3%|▎         | 15/469 [00:02<01:14,  6.12it/s, v_num=9, loss/train=5.500, alignment/train=0.00123, uniformity/train=-0.0182, contrastive_acc/train=0.367]
Epoch 0:   3%|▎         | 16/469 [00:02<01:11,  6.30it/s, v_num=9, loss/train=5.500, alignment/train=0.00123, uniformity/train=-0.0182, contrastive_acc/train=0.367]
Epoch 0:   3%|▎         | 16/469 [00:02<01:11,  6.30it/s, v_num=9, loss/train=5.490, alignment/train=0.0011, uniformity/train=-0.0239, contrastive_acc/train=0.352]
Epoch 0:   4%|▎         | 17/469 [00:02<01:10,  6.42it/s, v_num=9, loss/train=5.490, alignment/train=0.0011, uniformity/train=-0.0239, contrastive_acc/train=0.352]
Epoch 0:   4%|▎         | 17/469 [00:02<01:10,  6.41it/s, v_num=9, loss/train=5.480, alignment/train=0.00153, uniformity/train=-0.0266, contrastive_acc/train=0.371]
Epoch 0:   4%|▍         | 18/469 [00:02<01:08,  6.63it/s, v_num=9, loss/train=5.480, alignment/train=0.00153, uniformity/train=-0.0266, contrastive_acc/train=0.371]
Epoch 0:   4%|▍         | 18/469 [00:02<01:08,  6.62it/s, v_num=9, loss/train=5.460, alignment/train=0.00175, uniformity/train=-0.0348, contrastive_acc/train=0.332]
Epoch 0:   4%|▍         | 19/469 [00:02<01:05,  6.85it/s, v_num=9, loss/train=5.460, alignment/train=0.00175, uniformity/train=-0.0348, contrastive_acc/train=0.332]
Epoch 0:   4%|▍         | 19/469 [00:02<01:05,  6.84it/s, v_num=9, loss/train=5.450, alignment/train=0.00249, uniformity/train=-0.0429, contrastive_acc/train=0.312]
Epoch 0:   4%|▍         | 20/469 [00:02<01:04,  6.93it/s, v_num=9, loss/train=5.450, alignment/train=0.00249, uniformity/train=-0.0429, contrastive_acc/train=0.312]
Epoch 0:   4%|▍         | 20/469 [00:02<01:04,  6.93it/s, v_num=9, loss/train=5.410, alignment/train=0.00321, uniformity/train=-0.0627, contrastive_acc/train=0.320]
Epoch 0:   4%|▍         | 21/469 [00:02<01:03,  7.02it/s, v_num=9, loss/train=5.410, alignment/train=0.00321, uniformity/train=-0.0627, contrastive_acc/train=0.320]
Epoch 0:   4%|▍         | 21/469 [00:02<01:03,  7.02it/s, v_num=9, loss/train=5.390, alignment/train=0.0043, uniformity/train=-0.0733, contrastive_acc/train=0.312]
Epoch 0:   5%|▍         | 22/469 [00:03<01:01,  7.21it/s, v_num=9, loss/train=5.390, alignment/train=0.0043, uniformity/train=-0.0733, contrastive_acc/train=0.312]
Epoch 0:   5%|▍         | 22/469 [00:03<01:02,  7.21it/s, v_num=9, loss/train=5.330, alignment/train=0.00364, uniformity/train=-0.0976, contrastive_acc/train=0.312]
Epoch 0:   5%|▍         | 23/469 [00:03<01:01,  7.31it/s, v_num=9, loss/train=5.330, alignment/train=0.00364, uniformity/train=-0.0976, contrastive_acc/train=0.312]
Epoch 0:   5%|▍         | 23/469 [00:03<01:01,  7.31it/s, v_num=9, loss/train=5.290, alignment/train=0.00468, uniformity/train=-0.117, contrastive_acc/train=0.359]
Epoch 0:   5%|▌         | 24/469 [00:03<01:00,  7.38it/s, v_num=9, loss/train=5.290, alignment/train=0.00468, uniformity/train=-0.117, contrastive_acc/train=0.359]
Epoch 0:   5%|▌         | 24/469 [00:03<01:00,  7.38it/s, v_num=9, loss/train=5.230, alignment/train=0.00589, uniformity/train=-0.148, contrastive_acc/train=0.320]
Epoch 0:   5%|▌         | 25/469 [00:03<00:59,  7.44it/s, v_num=9, loss/train=5.230, alignment/train=0.00589, uniformity/train=-0.148, contrastive_acc/train=0.320]
Epoch 0:   5%|▌         | 25/469 [00:03<00:59,  7.44it/s, v_num=9, loss/train=5.200, alignment/train=0.00806, uniformity/train=-0.165, contrastive_acc/train=0.266]
Epoch 0:   6%|▌         | 26/469 [00:03<00:59,  7.49it/s, v_num=9, loss/train=5.200, alignment/train=0.00806, uniformity/train=-0.165, contrastive_acc/train=0.266]
Epoch 0:   6%|▌         | 26/469 [00:03<00:59,  7.49it/s, v_num=9, loss/train=5.130, alignment/train=0.00869, uniformity/train=-0.20, contrastive_acc/train=0.301]
Epoch 0:   6%|▌         | 27/469 [00:03<00:57,  7.65it/s, v_num=9, loss/train=5.130, alignment/train=0.00869, uniformity/train=-0.20, contrastive_acc/train=0.301]
Epoch 0:   6%|▌         | 27/469 [00:03<00:57,  7.64it/s, v_num=9, loss/train=5.110, alignment/train=0.0144, uniformity/train=-0.227, contrastive_acc/train=0.258]
Epoch 0:   6%|▌         | 28/469 [00:03<00:56,  7.75it/s, v_num=9, loss/train=5.110, alignment/train=0.0144, uniformity/train=-0.227, contrastive_acc/train=0.258]
Epoch 0:   6%|▌         | 28/469 [00:03<00:56,  7.75it/s, v_num=9, loss/train=4.980, alignment/train=0.0156, uniformity/train=-0.303, contrastive_acc/train=0.258]
Epoch 0:   6%|▌         | 29/469 [00:03<00:55,  7.90it/s, v_num=9, loss/train=4.980, alignment/train=0.0156, uniformity/train=-0.303, contrastive_acc/train=0.258]
Epoch 0:   6%|▌         | 29/469 [00:03<00:55,  7.90it/s, v_num=9, loss/train=4.940, alignment/train=0.0198, uniformity/train=-0.327, contrastive_acc/train=0.305]
Epoch 0:   6%|▋         | 30/469 [00:03<00:55,  7.91it/s, v_num=9, loss/train=4.940, alignment/train=0.0198, uniformity/train=-0.327, contrastive_acc/train=0.305]
Epoch 0:   6%|▋         | 30/469 [00:03<00:55,  7.91it/s, v_num=9, loss/train=4.830, alignment/train=0.0226, uniformity/train=-0.419, contrastive_acc/train=0.230]
Epoch 0:   7%|▋         | 31/469 [00:03<00:55,  7.95it/s, v_num=9, loss/train=4.830, alignment/train=0.0226, uniformity/train=-0.419, contrastive_acc/train=0.230]
Epoch 0:   7%|▋         | 31/469 [00:03<00:55,  7.95it/s, v_num=9, loss/train=4.810, alignment/train=0.0302, uniformity/train=-0.439, contrastive_acc/train=0.320]
Epoch 0:   7%|▋         | 32/469 [00:03<00:54,  8.09it/s, v_num=9, loss/train=4.810, alignment/train=0.0302, uniformity/train=-0.439, contrastive_acc/train=0.320]
Epoch 0:   7%|▋         | 32/469 [00:03<00:54,  8.09it/s, v_num=9, loss/train=4.670, alignment/train=0.0248, uniformity/train=-0.525, contrastive_acc/train=0.328]
Epoch 0:   7%|▋         | 33/469 [00:04<00:53,  8.22it/s, v_num=9, loss/train=4.670, alignment/train=0.0248, uniformity/train=-0.525, contrastive_acc/train=0.328]
Epoch 0:   7%|▋         | 33/469 [00:04<00:53,  8.22it/s, v_num=9, loss/train=4.670, alignment/train=0.036, uniformity/train=-0.542, contrastive_acc/train=0.289]
Epoch 0:   7%|▋         | 34/469 [00:04<00:53,  8.07it/s, v_num=9, loss/train=4.670, alignment/train=0.036, uniformity/train=-0.542, contrastive_acc/train=0.289]
Epoch 0:   7%|▋         | 34/469 [00:04<00:53,  8.06it/s, v_num=9, loss/train=4.560, alignment/train=0.0331, uniformity/train=-0.618, contrastive_acc/train=0.324]
Epoch 0:   7%|▋         | 35/469 [00:04<00:53,  8.19it/s, v_num=9, loss/train=4.560, alignment/train=0.0331, uniformity/train=-0.618, contrastive_acc/train=0.324]
Epoch 0:   7%|▋         | 35/469 [00:04<00:53,  8.19it/s, v_num=9, loss/train=4.480, alignment/train=0.0319, uniformity/train=-0.702, contrastive_acc/train=0.301]
Epoch 0:   8%|▊         | 36/469 [00:04<00:52,  8.31it/s, v_num=9, loss/train=4.480, alignment/train=0.0319, uniformity/train=-0.702, contrastive_acc/train=0.301]
Epoch 0:   8%|▊         | 36/469 [00:04<00:52,  8.31it/s, v_num=9, loss/train=4.470, alignment/train=0.0374, uniformity/train=-0.687, contrastive_acc/train=0.355]
Epoch 0:   8%|▊         | 37/469 [00:04<00:51,  8.41it/s, v_num=9, loss/train=4.470, alignment/train=0.0374, uniformity/train=-0.687, contrastive_acc/train=0.355]
Epoch 0:   8%|▊         | 37/469 [00:04<00:51,  8.41it/s, v_num=9, loss/train=4.450, alignment/train=0.0622, uniformity/train=-0.832, contrastive_acc/train=0.320]
Epoch 0:   8%|▊         | 38/469 [00:04<00:51,  8.44it/s, v_num=9, loss/train=4.450, alignment/train=0.0622, uniformity/train=-0.832, contrastive_acc/train=0.320]
Epoch 0:   8%|▊         | 38/469 [00:04<00:51,  8.43it/s, v_num=9, loss/train=4.320, alignment/train=0.0439, uniformity/train=-0.825, contrastive_acc/train=0.344]
Epoch 0:   8%|▊         | 39/469 [00:04<00:50,  8.46it/s, v_num=9, loss/train=4.320, alignment/train=0.0439, uniformity/train=-0.825, contrastive_acc/train=0.344]
Epoch 0:   8%|▊         | 39/469 [00:04<00:50,  8.46it/s, v_num=9, loss/train=4.350, alignment/train=0.0596, uniformity/train=-0.887, contrastive_acc/train=0.238]
Epoch 0:   9%|▊         | 40/469 [00:04<00:50,  8.53it/s, v_num=9, loss/train=4.350, alignment/train=0.0596, uniformity/train=-0.887, contrastive_acc/train=0.238]
Epoch 0:   9%|▊         | 40/469 [00:04<00:50,  8.53it/s, v_num=9, loss/train=4.200, alignment/train=0.0482, uniformity/train=-0.931, contrastive_acc/train=0.312]
Epoch 0:   9%|▊         | 41/469 [00:04<00:49,  8.57it/s, v_num=9, loss/train=4.200, alignment/train=0.0482, uniformity/train=-0.931, contrastive_acc/train=0.312]
Epoch 0:   9%|▊         | 41/469 [00:04<00:49,  8.57it/s, v_num=9, loss/train=4.360, alignment/train=0.0851, uniformity/train=-0.949, contrastive_acc/train=0.293]
Epoch 0:   9%|▉         | 42/469 [00:04<00:49,  8.58it/s, v_num=9, loss/train=4.360, alignment/train=0.0851, uniformity/train=-0.949, contrastive_acc/train=0.293]
Epoch 0:   9%|▉         | 42/469 [00:04<00:49,  8.57it/s, v_num=9, loss/train=4.220, alignment/train=0.071, uniformity/train=-1.01, contrastive_acc/train=0.258]
Epoch 0:   9%|▉         | 43/469 [00:04<00:49,  8.68it/s, v_num=9, loss/train=4.220, alignment/train=0.071, uniformity/train=-1.01, contrastive_acc/train=0.258]
Epoch 0:   9%|▉         | 43/469 [00:04<00:49,  8.68it/s, v_num=9, loss/train=4.210, alignment/train=0.0851, uniformity/train=-1.05, contrastive_acc/train=0.320]
Epoch 0:   9%|▉         | 44/469 [00:05<00:48,  8.71it/s, v_num=9, loss/train=4.210, alignment/train=0.0851, uniformity/train=-1.05, contrastive_acc/train=0.320]
Epoch 0:   9%|▉         | 44/469 [00:05<00:48,  8.71it/s, v_num=9, loss/train=4.150, alignment/train=0.0837, uniformity/train=-1.13, contrastive_acc/train=0.219]
Epoch 0:  10%|▉         | 45/469 [00:05<00:48,  8.73it/s, v_num=9, loss/train=4.150, alignment/train=0.0837, uniformity/train=-1.13, contrastive_acc/train=0.219]
Epoch 0:  10%|▉         | 45/469 [00:05<00:48,  8.73it/s, v_num=9, loss/train=4.160, alignment/train=0.0976, uniformity/train=-1.15, contrastive_acc/train=0.348]
Epoch 0:  10%|▉         | 46/469 [00:05<00:47,  8.83it/s, v_num=9, loss/train=4.160, alignment/train=0.0976, uniformity/train=-1.15, contrastive_acc/train=0.348]
Epoch 0:  10%|▉         | 46/469 [00:05<00:47,  8.83it/s, v_num=9, loss/train=4.030, alignment/train=0.0719, uniformity/train=-1.17, contrastive_acc/train=0.410]
Epoch 0:  10%|█         | 47/469 [00:05<00:47,  8.92it/s, v_num=9, loss/train=4.030, alignment/train=0.0719, uniformity/train=-1.17, contrastive_acc/train=0.410]
Epoch 0:  10%|█         | 47/469 [00:05<00:47,  8.92it/s, v_num=9, loss/train=4.100, alignment/train=0.0919, uniformity/train=-1.19, contrastive_acc/train=0.281]
Epoch 0:  10%|█         | 48/469 [00:05<00:47,  8.86it/s, v_num=9, loss/train=4.100, alignment/train=0.0919, uniformity/train=-1.19, contrastive_acc/train=0.281]
Epoch 0:  10%|█         | 48/469 [00:05<00:47,  8.86it/s, v_num=9, loss/train=3.930, alignment/train=0.0799, uniformity/train=-1.25, contrastive_acc/train=0.297]
Epoch 0:  10%|█         | 49/469 [00:05<00:46,  8.95it/s, v_num=9, loss/train=3.930, alignment/train=0.0799, uniformity/train=-1.25, contrastive_acc/train=0.297]
Epoch 0:  10%|█         | 49/469 [00:05<00:46,  8.94it/s, v_num=9, loss/train=4.070, alignment/train=0.110, uniformity/train=-1.22, contrastive_acc/train=0.258]
Epoch 0:  11%|█         | 50/469 [00:05<00:46,  8.96it/s, v_num=9, loss/train=4.070, alignment/train=0.110, uniformity/train=-1.22, contrastive_acc/train=0.258]
Epoch 0:  11%|█         | 50/469 [00:05<00:46,  8.96it/s, v_num=9, loss/train=3.990, alignment/train=0.103, uniformity/train=-1.29, contrastive_acc/train=0.406]
Epoch 0:  11%|█         | 51/469 [00:05<00:46,  8.99it/s, v_num=9, loss/train=3.990, alignment/train=0.103, uniformity/train=-1.29, contrastive_acc/train=0.406]
Epoch 0:  11%|█         | 51/469 [00:05<00:46,  8.99it/s, v_num=9, loss/train=3.930, alignment/train=0.0896, uniformity/train=-1.30, contrastive_acc/train=0.270]
Epoch 0:  11%|█         | 52/469 [00:05<00:45,  9.07it/s, v_num=9, loss/train=3.930, alignment/train=0.0896, uniformity/train=-1.30, contrastive_acc/train=0.270]
Epoch 0:  11%|█         | 52/469 [00:05<00:45,  9.07it/s, v_num=9, loss/train=3.960, alignment/train=0.102, uniformity/train=-1.29, contrastive_acc/train=0.312]
Epoch 0:  11%|█▏        | 53/469 [00:05<00:45,  9.14it/s, v_num=9, loss/train=3.960, alignment/train=0.102, uniformity/train=-1.29, contrastive_acc/train=0.312]
Epoch 0:  11%|█▏        | 53/469 [00:05<00:45,  9.14it/s, v_num=9, loss/train=4.010, alignment/train=0.114, uniformity/train=-1.31, contrastive_acc/train=0.320]
Epoch 0:  12%|█▏        | 54/469 [00:05<00:45,  9.05it/s, v_num=9, loss/train=4.010, alignment/train=0.114, uniformity/train=-1.31, contrastive_acc/train=0.320]
Epoch 0:  12%|█▏        | 54/469 [00:05<00:45,  9.05it/s, v_num=9, loss/train=3.920, alignment/train=0.109, uniformity/train=-1.39, contrastive_acc/train=0.312]
Epoch 0:  12%|█▏        | 55/469 [00:06<00:45,  9.10it/s, v_num=9, loss/train=3.920, alignment/train=0.109, uniformity/train=-1.39, contrastive_acc/train=0.312]
Epoch 0:  12%|█▏        | 55/469 [00:06<00:45,  9.10it/s, v_num=9, loss/train=3.910, alignment/train=0.0994, uniformity/train=-1.36, contrastive_acc/train=0.344]
Epoch 0:  12%|█▏        | 56/469 [00:06<00:44,  9.18it/s, v_num=9, loss/train=3.910, alignment/train=0.0994, uniformity/train=-1.36, contrastive_acc/train=0.344]
Epoch 0:  12%|█▏        | 56/469 [00:06<00:44,  9.18it/s, v_num=9, loss/train=3.840, alignment/train=0.107, uniformity/train=-1.43, contrastive_acc/train=0.391]
Epoch 0:  12%|█▏        | 57/469 [00:06<00:45,  9.12it/s, v_num=9, loss/train=3.840, alignment/train=0.107, uniformity/train=-1.43, contrastive_acc/train=0.391]
Epoch 0:  12%|█▏        | 57/469 [00:06<00:45,  9.12it/s, v_num=9, loss/train=3.680, alignment/train=0.0771, uniformity/train=-1.44, contrastive_acc/train=0.352]
Epoch 0:  12%|█▏        | 58/469 [00:06<00:44,  9.17it/s, v_num=9, loss/train=3.680, alignment/train=0.0771, uniformity/train=-1.44, contrastive_acc/train=0.352]
Epoch 0:  12%|█▏        | 58/469 [00:06<00:44,  9.17it/s, v_num=9, loss/train=3.680, alignment/train=0.0906, uniformity/train=-1.47, contrastive_acc/train=0.422]
Epoch 0:  13%|█▎        | 59/469 [00:06<00:44,  9.24it/s, v_num=9, loss/train=3.680, alignment/train=0.0906, uniformity/train=-1.47, contrastive_acc/train=0.422]
Epoch 0:  13%|█▎        | 59/469 [00:06<00:44,  9.24it/s, v_num=9, loss/train=3.770, alignment/train=0.105, uniformity/train=-1.42, contrastive_acc/train=0.387]
Epoch 0:  13%|█▎        | 60/469 [00:06<00:44,  9.23it/s, v_num=9, loss/train=3.770, alignment/train=0.105, uniformity/train=-1.42, contrastive_acc/train=0.387]
Epoch 0:  13%|█▎        | 60/469 [00:06<00:44,  9.23it/s, v_num=9, loss/train=3.670, alignment/train=0.106, uniformity/train=-1.54, contrastive_acc/train=0.391]
Epoch 0:  13%|█▎        | 61/469 [00:06<00:44,  9.27it/s, v_num=9, loss/train=3.670, alignment/train=0.106, uniformity/train=-1.54, contrastive_acc/train=0.391]
Epoch 0:  13%|█▎        | 61/469 [00:06<00:44,  9.27it/s, v_num=9, loss/train=3.610, alignment/train=0.0936, uniformity/train=-1.54, contrastive_acc/train=0.402]
Epoch 0:  13%|█▎        | 62/469 [00:06<00:44,  9.23it/s, v_num=9, loss/train=3.610, alignment/train=0.0936, uniformity/train=-1.54, contrastive_acc/train=0.402]
Epoch 0:  13%|█▎        | 62/469 [00:06<00:44,  9.23it/s, v_num=9, loss/train=3.660, alignment/train=0.106, uniformity/train=-1.51, contrastive_acc/train=0.441]
Epoch 0:  13%|█▎        | 63/469 [00:06<00:44,  9.22it/s, v_num=9, loss/train=3.660, alignment/train=0.106, uniformity/train=-1.51, contrastive_acc/train=0.441]
Epoch 0:  13%|█▎        | 63/469 [00:06<00:44,  9.22it/s, v_num=9, loss/train=3.570, alignment/train=0.0934, uniformity/train=-1.48, contrastive_acc/train=0.461]
Epoch 0:  14%|█▎        | 64/469 [00:06<00:43,  9.23it/s, v_num=9, loss/train=3.570, alignment/train=0.0934, uniformity/train=-1.48, contrastive_acc/train=0.461]
Epoch 0:  14%|█▎        | 64/469 [00:06<00:43,  9.22it/s, v_num=9, loss/train=3.640, alignment/train=0.122, uniformity/train=-1.60, contrastive_acc/train=0.391]
Epoch 0:  14%|█▍        | 65/469 [00:06<00:43,  9.29it/s, v_num=9, loss/train=3.640, alignment/train=0.122, uniformity/train=-1.60, contrastive_acc/train=0.391]
Epoch 0:  14%|█▍        | 65/469 [00:06<00:43,  9.29it/s, v_num=9, loss/train=3.450, alignment/train=0.0972, uniformity/train=-1.65, contrastive_acc/train=0.449]
Epoch 0:  14%|█▍        | 66/469 [00:07<00:43,  9.27it/s, v_num=9, loss/train=3.450, alignment/train=0.0972, uniformity/train=-1.65, contrastive_acc/train=0.449]
Epoch 0:  14%|█▍        | 66/469 [00:07<00:43,  9.27it/s, v_num=9, loss/train=3.410, alignment/train=0.0866, uniformity/train=-1.61, contrastive_acc/train=0.422]
Epoch 0:  14%|█▍        | 67/469 [00:07<00:43,  9.29it/s, v_num=9, loss/train=3.410, alignment/train=0.0866, uniformity/train=-1.61, contrastive_acc/train=0.422]
Epoch 0:  14%|█▍        | 67/469 [00:07<00:43,  9.29it/s, v_num=9, loss/train=3.380, alignment/train=0.0819, uniformity/train=-1.64, contrastive_acc/train=0.535]
Epoch 0:  14%|█▍        | 68/469 [00:07<00:43,  9.31it/s, v_num=9, loss/train=3.380, alignment/train=0.0819, uniformity/train=-1.64, contrastive_acc/train=0.535]
Epoch 0:  14%|█▍        | 68/469 [00:07<00:43,  9.31it/s, v_num=9, loss/train=3.250, alignment/train=0.0805, uniformity/train=-1.70, contrastive_acc/train=0.496]
Epoch 0:  15%|█▍        | 69/469 [00:07<00:42,  9.33it/s, v_num=9, loss/train=3.250, alignment/train=0.0805, uniformity/train=-1.70, contrastive_acc/train=0.496]
Epoch 0:  15%|█▍        | 69/469 [00:07<00:42,  9.33it/s, v_num=9, loss/train=3.140, alignment/train=0.0609, uniformity/train=-1.74, contrastive_acc/train=0.559]
Epoch 0:  15%|█▍        | 70/469 [00:07<00:42,  9.39it/s, v_num=9, loss/train=3.140, alignment/train=0.0609, uniformity/train=-1.74, contrastive_acc/train=0.559]
Epoch 0:  15%|█▍        | 70/469 [00:07<00:42,  9.39it/s, v_num=9, loss/train=3.190, alignment/train=0.0859, uniformity/train=-1.77, contrastive_acc/train=0.531]
Epoch 0:  15%|█▌        | 71/469 [00:07<00:42,  9.45it/s, v_num=9, loss/train=3.190, alignment/train=0.0859, uniformity/train=-1.77, contrastive_acc/train=0.531]
Epoch 0:  15%|█▌        | 71/469 [00:07<00:42,  9.45it/s, v_num=9, loss/train=3.260, alignment/train=0.109, uniformity/train=-1.79, contrastive_acc/train=0.496]
Epoch 0:  15%|█▌        | 72/469 [00:07<00:41,  9.48it/s, v_num=9, loss/train=3.260, alignment/train=0.109, uniformity/train=-1.79, contrastive_acc/train=0.496]
Epoch 0:  15%|█▌        | 72/469 [00:07<00:41,  9.48it/s, v_num=9, loss/train=3.130, alignment/train=0.0729, uniformity/train=-1.73, contrastive_acc/train=0.676]
Epoch 0:  16%|█▌        | 73/469 [00:07<00:41,  9.46it/s, v_num=9, loss/train=3.130, alignment/train=0.0729, uniformity/train=-1.73, contrastive_acc/train=0.676]
Epoch 0:  16%|█▌        | 73/469 [00:07<00:41,  9.46it/s, v_num=9, loss/train=3.270, alignment/train=0.118, uniformity/train=-1.78, contrastive_acc/train=0.531]
Epoch 0:  16%|█▌        | 74/469 [00:07<00:41,  9.44it/s, v_num=9, loss/train=3.270, alignment/train=0.118, uniformity/train=-1.78, contrastive_acc/train=0.531]
Epoch 0:  16%|█▌        | 74/469 [00:07<00:41,  9.44it/s, v_num=9, loss/train=3.100, alignment/train=0.0969, uniformity/train=-1.83, contrastive_acc/train=0.652]
Epoch 0:  16%|█▌        | 75/469 [00:07<00:41,  9.48it/s, v_num=9, loss/train=3.100, alignment/train=0.0969, uniformity/train=-1.83, contrastive_acc/train=0.652]
Epoch 0:  16%|█▌        | 75/469 [00:07<00:41,  9.48it/s, v_num=9, loss/train=2.910, alignment/train=0.0644, uniformity/train=-1.88, contrastive_acc/train=0.621]
Epoch 0:  16%|█▌        | 76/469 [00:08<00:41,  9.49it/s, v_num=9, loss/train=2.910, alignment/train=0.0644, uniformity/train=-1.88, contrastive_acc/train=0.621]
Epoch 0:  16%|█▌        | 76/469 [00:08<00:41,  9.49it/s, v_num=9, loss/train=2.990, alignment/train=0.0881, uniformity/train=-1.84, contrastive_acc/train=0.492]
Epoch 0:  16%|█▋        | 77/469 [00:08<00:41,  9.55it/s, v_num=9, loss/train=2.990, alignment/train=0.0881, uniformity/train=-1.84, contrastive_acc/train=0.492]
Epoch 0:  16%|█▋        | 77/469 [00:08<00:41,  9.54it/s, v_num=9, loss/train=2.880, alignment/train=0.0863, uniformity/train=-1.96, contrastive_acc/train=0.531]
Epoch 0:  17%|█▋        | 78/469 [00:08<00:40,  9.56it/s, v_num=9, loss/train=2.880, alignment/train=0.0863, uniformity/train=-1.96, contrastive_acc/train=0.531]
Epoch 0:  17%|█▋        | 78/469 [00:08<00:40,  9.56it/s, v_num=9, loss/train=2.870, alignment/train=0.0933, uniformity/train=-1.99, contrastive_acc/train=0.594]
Epoch 0:  17%|█▋        | 79/469 [00:08<00:40,  9.57it/s, v_num=9, loss/train=2.870, alignment/train=0.0933, uniformity/train=-1.99, contrastive_acc/train=0.594]
Epoch 0:  17%|█▋        | 79/469 [00:08<00:40,  9.57it/s, v_num=9, loss/train=2.810, alignment/train=0.0934, uniformity/train=-2.03, contrastive_acc/train=0.648]
Epoch 0:  17%|█▋        | 80/469 [00:08<00:40,  9.59it/s, v_num=9, loss/train=2.810, alignment/train=0.0934, uniformity/train=-2.03, contrastive_acc/train=0.648]
Epoch 0:  17%|█▋        | 80/469 [00:08<00:40,  9.59it/s, v_num=9, loss/train=2.900, alignment/train=0.0927, uniformity/train=-1.98, contrastive_acc/train=0.594]
Epoch 0:  17%|█▋        | 81/469 [00:08<00:40,  9.64it/s, v_num=9, loss/train=2.900, alignment/train=0.0927, uniformity/train=-1.98, contrastive_acc/train=0.594]
Epoch 0:  17%|█▋        | 81/469 [00:08<00:40,  9.64it/s, v_num=9, loss/train=2.920, alignment/train=0.102, uniformity/train=-1.99, contrastive_acc/train=0.582]
Epoch 0:  17%|█▋        | 82/469 [00:08<00:40,  9.63it/s, v_num=9, loss/train=2.920, alignment/train=0.102, uniformity/train=-1.99, contrastive_acc/train=0.582]
Epoch 0:  17%|█▋        | 82/469 [00:08<00:40,  9.63it/s, v_num=9, loss/train=2.910, alignment/train=0.108, uniformity/train=-2.03, contrastive_acc/train=0.578]
Epoch 0:  18%|█▊        | 83/469 [00:08<00:40,  9.62it/s, v_num=9, loss/train=2.910, alignment/train=0.108, uniformity/train=-2.03, contrastive_acc/train=0.578]
Epoch 0:  18%|█▊        | 83/469 [00:08<00:40,  9.62it/s, v_num=9, loss/train=2.950, alignment/train=0.141, uniformity/train=-2.08, contrastive_acc/train=0.516]
Epoch 0:  18%|█▊        | 84/469 [00:08<00:39,  9.66it/s, v_num=9, loss/train=2.950, alignment/train=0.141, uniformity/train=-2.08, contrastive_acc/train=0.516]
Epoch 0:  18%|█▊        | 84/469 [00:08<00:39,  9.66it/s, v_num=9, loss/train=2.960, alignment/train=0.143, uniformity/train=-2.14, contrastive_acc/train=0.555]
Epoch 0:  18%|█▊        | 85/469 [00:08<00:39,  9.67it/s, v_num=9, loss/train=2.960, alignment/train=0.143, uniformity/train=-2.14, contrastive_acc/train=0.555]
Epoch 0:  18%|█▊        | 85/469 [00:08<00:39,  9.67it/s, v_num=9, loss/train=2.770, alignment/train=0.099, uniformity/train=-2.07, contrastive_acc/train=0.598]
Epoch 0:  18%|█▊        | 86/469 [00:08<00:39,  9.72it/s, v_num=9, loss/train=2.770, alignment/train=0.099, uniformity/train=-2.07, contrastive_acc/train=0.598]
Epoch 0:  18%|█▊        | 86/469 [00:08<00:39,  9.72it/s, v_num=9, loss/train=2.690, alignment/train=0.0997, uniformity/train=-2.15, contrastive_acc/train=0.629]
Epoch 0:  19%|█▊        | 87/469 [00:08<00:39,  9.75it/s, v_num=9, loss/train=2.690, alignment/train=0.0997, uniformity/train=-2.15, contrastive_acc/train=0.629]
Epoch 0:  19%|█▊        | 87/469 [00:08<00:39,  9.75it/s, v_num=9, loss/train=2.880, alignment/train=0.130, uniformity/train=-2.14, contrastive_acc/train=0.531]
Epoch 0:  19%|█▉        | 88/469 [00:09<00:39,  9.70it/s, v_num=9, loss/train=2.880, alignment/train=0.130, uniformity/train=-2.14, contrastive_acc/train=0.531]
Epoch 0:  19%|█▉        | 88/469 [00:09<00:39,  9.70it/s, v_num=9, loss/train=2.600, alignment/train=0.0868, uniformity/train=-2.16, contrastive_acc/train=0.660]
Epoch 0:  19%|█▉        | 89/469 [00:09<00:39,  9.71it/s, v_num=9, loss/train=2.600, alignment/train=0.0868, uniformity/train=-2.16, contrastive_acc/train=0.660]
Epoch 0:  19%|█▉        | 89/469 [00:09<00:39,  9.71it/s, v_num=9, loss/train=2.640, alignment/train=0.0925, uniformity/train=-2.13, contrastive_acc/train=0.660]
Epoch 0:  19%|█▉        | 90/469 [00:09<00:38,  9.76it/s, v_num=9, loss/train=2.640, alignment/train=0.0925, uniformity/train=-2.13, contrastive_acc/train=0.660]
Epoch 0:  19%|█▉        | 90/469 [00:09<00:38,  9.75it/s, v_num=9, loss/train=2.650, alignment/train=0.0979, uniformity/train=-2.20, contrastive_acc/train=0.684]
Epoch 0:  19%|█▉        | 91/469 [00:09<00:38,  9.75it/s, v_num=9, loss/train=2.650, alignment/train=0.0979, uniformity/train=-2.20, contrastive_acc/train=0.684]
Epoch 0:  19%|█▉        | 91/469 [00:09<00:38,  9.75it/s, v_num=9, loss/train=2.770, alignment/train=0.132, uniformity/train=-2.18, contrastive_acc/train=0.629]
Epoch 0:  20%|█▉        | 92/469 [00:09<00:38,  9.75it/s, v_num=9, loss/train=2.770, alignment/train=0.132, uniformity/train=-2.18, contrastive_acc/train=0.629]
Epoch 0:  20%|█▉        | 92/469 [00:09<00:38,  9.75it/s, v_num=9, loss/train=2.650, alignment/train=0.115, uniformity/train=-2.22, contrastive_acc/train=0.672]
Epoch 0:  20%|█▉        | 93/469 [00:09<00:38,  9.76it/s, v_num=9, loss/train=2.650, alignment/train=0.115, uniformity/train=-2.22, contrastive_acc/train=0.672]
Epoch 0:  20%|█▉        | 93/469 [00:09<00:38,  9.76it/s, v_num=9, loss/train=2.510, alignment/train=0.0912, uniformity/train=-2.20, contrastive_acc/train=0.664]
Epoch 0:  20%|██        | 94/469 [00:09<00:38,  9.78it/s, v_num=9, loss/train=2.510, alignment/train=0.0912, uniformity/train=-2.20, contrastive_acc/train=0.664]
Epoch 0:  20%|██        | 94/469 [00:09<00:38,  9.78it/s, v_num=9, loss/train=2.610, alignment/train=0.122, uniformity/train=-2.22, contrastive_acc/train=0.656]
Epoch 0:  20%|██        | 95/469 [00:09<00:38,  9.80it/s, v_num=9, loss/train=2.610, alignment/train=0.122, uniformity/train=-2.22, contrastive_acc/train=0.656]
Epoch 0:  20%|██        | 95/469 [00:09<00:38,  9.80it/s, v_num=9, loss/train=2.680, alignment/train=0.112, uniformity/train=-2.08, contrastive_acc/train=0.648]
Epoch 0:  20%|██        | 96/469 [00:09<00:37,  9.84it/s, v_num=9, loss/train=2.680, alignment/train=0.112, uniformity/train=-2.08, contrastive_acc/train=0.648]
Epoch 0:  20%|██        | 96/469 [00:09<00:37,  9.84it/s, v_num=9, loss/train=2.410, alignment/train=0.0832, uniformity/train=-2.21, contrastive_acc/train=0.750]
Epoch 0:  21%|██        | 97/469 [00:09<00:37,  9.88it/s, v_num=9, loss/train=2.410, alignment/train=0.0832, uniformity/train=-2.21, contrastive_acc/train=0.750]
Epoch 0:  21%|██        | 97/469 [00:09<00:37,  9.87it/s, v_num=9, loss/train=2.490, alignment/train=0.0913, uniformity/train=-2.23, contrastive_acc/train=0.707]
Epoch 0:  21%|██        | 98/469 [00:09<00:37,  9.87it/s, v_num=9, loss/train=2.490, alignment/train=0.0913, uniformity/train=-2.23, contrastive_acc/train=0.707]
Epoch 0:  21%|██        | 98/469 [00:09<00:37,  9.87it/s, v_num=9, loss/train=2.560, alignment/train=0.131, uniformity/train=-2.28, contrastive_acc/train=0.656]
Epoch 0:  21%|██        | 99/469 [00:10<00:37,  9.81it/s, v_num=9, loss/train=2.560, alignment/train=0.131, uniformity/train=-2.28, contrastive_acc/train=0.656]
Epoch 0:  21%|██        | 99/469 [00:10<00:37,  9.81it/s, v_num=9, loss/train=2.640, alignment/train=0.135, uniformity/train=-2.24, contrastive_acc/train=0.652]
Epoch 0:  21%|██▏       | 100/469 [00:10<00:37,  9.82it/s, v_num=9, loss/train=2.640, alignment/train=0.135, uniformity/train=-2.24, contrastive_acc/train=0.652]
Epoch 0:  21%|██▏       | 100/469 [00:10<00:37,  9.82it/s, v_num=9, loss/train=2.560, alignment/train=0.133, uniformity/train=-2.25, contrastive_acc/train=0.641]
Epoch 0:  22%|██▏       | 101/469 [00:10<00:37,  9.86it/s, v_num=9, loss/train=2.560, alignment/train=0.133, uniformity/train=-2.25, contrastive_acc/train=0.641]
Epoch 0:  22%|██▏       | 101/469 [00:10<00:37,  9.86it/s, v_num=9, loss/train=2.520, alignment/train=0.127, uniformity/train=-2.25, contrastive_acc/train=0.652]
Epoch 0:  22%|██▏       | 102/469 [00:10<00:37,  9.87it/s, v_num=9, loss/train=2.520, alignment/train=0.127, uniformity/train=-2.25, contrastive_acc/train=0.652]
Epoch 0:  22%|██▏       | 102/469 [00:10<00:37,  9.87it/s, v_num=9, loss/train=2.420, alignment/train=0.122, uniformity/train=-2.29, contrastive_acc/train=0.680]
Epoch 0:  22%|██▏       | 103/469 [00:10<00:37,  9.87it/s, v_num=9, loss/train=2.420, alignment/train=0.122, uniformity/train=-2.29, contrastive_acc/train=0.680]
Epoch 0:  22%|██▏       | 103/469 [00:10<00:37,  9.87it/s, v_num=9, loss/train=2.440, alignment/train=0.146, uniformity/train=-2.39, contrastive_acc/train=0.699]
Epoch 0:  22%|██▏       | 104/469 [00:10<00:36,  9.89it/s, v_num=9, loss/train=2.440, alignment/train=0.146, uniformity/train=-2.39, contrastive_acc/train=0.699]
Epoch 0:  22%|██▏       | 104/469 [00:10<00:36,  9.89it/s, v_num=9, loss/train=2.410, alignment/train=0.122, uniformity/train=-2.38, contrastive_acc/train=0.707]
Epoch 0:  22%|██▏       | 105/469 [00:10<00:36,  9.90it/s, v_num=9, loss/train=2.410, alignment/train=0.122, uniformity/train=-2.38, contrastive_acc/train=0.707]
Epoch 0:  22%|██▏       | 105/469 [00:10<00:36,  9.90it/s, v_num=9, loss/train=2.250, alignment/train=0.128, uniformity/train=-2.48, contrastive_acc/train=0.734]
Epoch 0:  23%|██▎       | 106/469 [00:10<00:36,  9.91it/s, v_num=9, loss/train=2.250, alignment/train=0.128, uniformity/train=-2.48, contrastive_acc/train=0.734]
Epoch 0:  23%|██▎       | 106/469 [00:10<00:36,  9.91it/s, v_num=9, loss/train=2.470, alignment/train=0.163, uniformity/train=-2.43, contrastive_acc/train=0.660]
Epoch 0:  23%|██▎       | 107/469 [00:10<00:36,  9.93it/s, v_num=9, loss/train=2.470, alignment/train=0.163, uniformity/train=-2.43, contrastive_acc/train=0.660]
Epoch 0:  23%|██▎       | 107/469 [00:10<00:36,  9.93it/s, v_num=9, loss/train=2.230, alignment/train=0.113, uniformity/train=-2.45, contrastive_acc/train=0.742]
Epoch 0:  23%|██▎       | 108/469 [00:10<00:36,  9.97it/s, v_num=9, loss/train=2.230, alignment/train=0.113, uniformity/train=-2.45, contrastive_acc/train=0.742]
Epoch 0:  23%|██▎       | 108/469 [00:10<00:36,  9.97it/s, v_num=9, loss/train=2.220, alignment/train=0.139, uniformity/train=-2.52, contrastive_acc/train=0.695]
Epoch 0:  23%|██▎       | 109/469 [00:10<00:35, 10.01it/s, v_num=9, loss/train=2.220, alignment/train=0.139, uniformity/train=-2.52, contrastive_acc/train=0.695]
Epoch 0:  23%|██▎       | 109/469 [00:10<00:35, 10.01it/s, v_num=9, loss/train=2.290, alignment/train=0.117, uniformity/train=-2.32, contrastive_acc/train=0.750]
Epoch 0:  23%|██▎       | 110/469 [00:10<00:35, 10.00it/s, v_num=9, loss/train=2.290, alignment/train=0.117, uniformity/train=-2.32, contrastive_acc/train=0.750]
Epoch 0:  23%|██▎       | 110/469 [00:10<00:35, 10.00it/s, v_num=9, loss/train=2.150, alignment/train=0.128, uniformity/train=-2.50, contrastive_acc/train=0.695]
Epoch 0:  24%|██▎       | 111/469 [00:11<00:36,  9.93it/s, v_num=9, loss/train=2.150, alignment/train=0.128, uniformity/train=-2.50, contrastive_acc/train=0.695]
Epoch 0:  24%|██▎       | 111/469 [00:11<00:36,  9.93it/s, v_num=9, loss/train=2.120, alignment/train=0.129, uniformity/train=-2.53, contrastive_acc/train=0.770]
Epoch 0:  24%|██▍       | 112/469 [00:11<00:35,  9.97it/s, v_num=9, loss/train=2.120, alignment/train=0.129, uniformity/train=-2.53, contrastive_acc/train=0.770]
Epoch 0:  24%|██▍       | 112/469 [00:11<00:35,  9.97it/s, v_num=9, loss/train=2.140, alignment/train=0.134, uniformity/train=-2.52, contrastive_acc/train=0.676]
Epoch 0:  24%|██▍       | 113/469 [00:11<00:35,  9.97it/s, v_num=9, loss/train=2.140, alignment/train=0.134, uniformity/train=-2.52, contrastive_acc/train=0.676]
Epoch 0:  24%|██▍       | 113/469 [00:11<00:35,  9.97it/s, v_num=9, loss/train=2.130, alignment/train=0.123, uniformity/train=-2.50, contrastive_acc/train=0.781]
Epoch 0:  24%|██▍       | 114/469 [00:11<00:35, 10.00it/s, v_num=9, loss/train=2.130, alignment/train=0.123, uniformity/train=-2.50, contrastive_acc/train=0.781]
Epoch 0:  24%|██▍       | 114/469 [00:11<00:35, 10.00it/s, v_num=9, loss/train=2.180, alignment/train=0.146, uniformity/train=-2.54, contrastive_acc/train=0.746]
Epoch 0:  25%|██▍       | 115/469 [00:11<00:35,  9.95it/s, v_num=9, loss/train=2.180, alignment/train=0.146, uniformity/train=-2.54, contrastive_acc/train=0.746]
Epoch 0:  25%|██▍       | 115/469 [00:11<00:35,  9.95it/s, v_num=9, loss/train=2.270, alignment/train=0.184, uniformity/train=-2.58, contrastive_acc/train=0.637]
Epoch 0:  25%|██▍       | 116/469 [00:11<00:35,  9.96it/s, v_num=9, loss/train=2.270, alignment/train=0.184, uniformity/train=-2.58, contrastive_acc/train=0.637]
Epoch 0:  25%|██▍       | 116/469 [00:11<00:35,  9.96it/s, v_num=9, loss/train=2.260, alignment/train=0.176, uniformity/train=-2.57, contrastive_acc/train=0.684]
Epoch 0:  25%|██▍       | 117/469 [00:11<00:35,  9.99it/s, v_num=9, loss/train=2.260, alignment/train=0.176, uniformity/train=-2.57, contrastive_acc/train=0.684]
Epoch 0:  25%|██▍       | 117/469 [00:11<00:35,  9.99it/s, v_num=9, loss/train=2.180, alignment/train=0.149, uniformity/train=-2.56, contrastive_acc/train=0.703]
Epoch 0:  25%|██▌       | 118/469 [00:11<00:35, 10.03it/s, v_num=9, loss/train=2.180, alignment/train=0.149, uniformity/train=-2.56, contrastive_acc/train=0.703]
Epoch 0:  25%|██▌       | 118/469 [00:11<00:35, 10.03it/s, v_num=9, loss/train=2.110, alignment/train=0.151, uniformity/train=-2.60, contrastive_acc/train=0.691]
Epoch 0:  25%|██▌       | 119/469 [00:11<00:34, 10.06it/s, v_num=9, loss/train=2.110, alignment/train=0.151, uniformity/train=-2.60, contrastive_acc/train=0.691]
Epoch 0:  25%|██▌       | 119/469 [00:11<00:34, 10.06it/s, v_num=9, loss/train=2.220, alignment/train=0.154, uniformity/train=-2.52, contrastive_acc/train=0.738]
Epoch 0:  26%|██▌       | 120/469 [00:11<00:34, 10.05it/s, v_num=9, loss/train=2.220, alignment/train=0.154, uniformity/train=-2.52, contrastive_acc/train=0.738]
Epoch 0:  26%|██▌       | 120/469 [00:11<00:34, 10.05it/s, v_num=9, loss/train=2.150, alignment/train=0.137, uniformity/train=-2.51, contrastive_acc/train=0.719]
Epoch 0:  26%|██▌       | 121/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=2.150, alignment/train=0.137, uniformity/train=-2.51, contrastive_acc/train=0.719]
Epoch 0:  26%|██▌       | 121/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=2.090, alignment/train=0.122, uniformity/train=-2.46, contrastive_acc/train=0.703]
Epoch 0:  26%|██▌       | 122/469 [00:12<00:34, 10.02it/s, v_num=9, loss/train=2.090, alignment/train=0.122, uniformity/train=-2.46, contrastive_acc/train=0.703]
Epoch 0:  26%|██▌       | 122/469 [00:12<00:34, 10.02it/s, v_num=9, loss/train=2.070, alignment/train=0.152, uniformity/train=-2.61, contrastive_acc/train=0.750]
Epoch 0:  26%|██▌       | 123/469 [00:12<00:34, 10.06it/s, v_num=9, loss/train=2.070, alignment/train=0.152, uniformity/train=-2.61, contrastive_acc/train=0.750]
Epoch 0:  26%|██▌       | 123/469 [00:12<00:34, 10.05it/s, v_num=9, loss/train=2.050, alignment/train=0.152, uniformity/train=-2.62, contrastive_acc/train=0.695]
Epoch 0:  26%|██▋       | 124/469 [00:12<00:34, 10.08it/s, v_num=9, loss/train=2.050, alignment/train=0.152, uniformity/train=-2.62, contrastive_acc/train=0.695]
Epoch 0:  26%|██▋       | 124/469 [00:12<00:34, 10.08it/s, v_num=9, loss/train=2.100, alignment/train=0.135, uniformity/train=-2.51, contrastive_acc/train=0.734]
Epoch 0:  27%|██▋       | 125/469 [00:12<00:34, 10.04it/s, v_num=9, loss/train=2.100, alignment/train=0.135, uniformity/train=-2.51, contrastive_acc/train=0.734]
Epoch 0:  27%|██▋       | 125/469 [00:12<00:34, 10.04it/s, v_num=9, loss/train=1.980, alignment/train=0.133, uniformity/train=-2.62, contrastive_acc/train=0.762]
Epoch 0:  27%|██▋       | 126/469 [00:12<00:34, 10.06it/s, v_num=9, loss/train=1.980, alignment/train=0.133, uniformity/train=-2.62, contrastive_acc/train=0.762]
Epoch 0:  27%|██▋       | 126/469 [00:12<00:34, 10.06it/s, v_num=9, loss/train=2.130, alignment/train=0.159, uniformity/train=-2.57, contrastive_acc/train=0.699]
Epoch 0:  27%|██▋       | 127/469 [00:12<00:33, 10.09it/s, v_num=9, loss/train=2.130, alignment/train=0.159, uniformity/train=-2.57, contrastive_acc/train=0.699]
Epoch 0:  27%|██▋       | 127/469 [00:12<00:33, 10.09it/s, v_num=9, loss/train=2.170, alignment/train=0.165, uniformity/train=-2.59, contrastive_acc/train=0.688]
Epoch 0:  27%|██▋       | 128/469 [00:12<00:33, 10.11it/s, v_num=9, loss/train=2.170, alignment/train=0.165, uniformity/train=-2.59, contrastive_acc/train=0.688]
Epoch 0:  27%|██▋       | 128/469 [00:12<00:33, 10.11it/s, v_num=9, loss/train=2.020, alignment/train=0.138, uniformity/train=-2.57, contrastive_acc/train=0.746]
Epoch 0:  28%|██▊       | 129/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=2.020, alignment/train=0.138, uniformity/train=-2.57, contrastive_acc/train=0.746]
Epoch 0:  28%|██▊       | 129/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=2.090, alignment/train=0.127, uniformity/train=-2.48, contrastive_acc/train=0.699]
Epoch 0:  28%|██▊       | 130/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=2.090, alignment/train=0.127, uniformity/train=-2.48, contrastive_acc/train=0.699]
Epoch 0:  28%|██▊       | 130/469 [00:12<00:33, 10.14it/s, v_num=9, loss/train=1.900, alignment/train=0.102, uniformity/train=-2.58, contrastive_acc/train=0.758]
Epoch 0:  28%|██▊       | 131/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=1.900, alignment/train=0.102, uniformity/train=-2.58, contrastive_acc/train=0.758]
Epoch 0:  28%|██▊       | 131/469 [00:13<00:33, 10.07it/s, v_num=9, loss/train=1.800, alignment/train=0.121, uniformity/train=-2.70, contrastive_acc/train=0.809]
Epoch 0:  28%|██▊       | 132/469 [00:13<00:33, 10.11it/s, v_num=9, loss/train=1.800, alignment/train=0.121, uniformity/train=-2.70, contrastive_acc/train=0.809]
Epoch 0:  28%|██▊       | 132/469 [00:13<00:33, 10.11it/s, v_num=9, loss/train=2.010, alignment/train=0.135, uniformity/train=-2.59, contrastive_acc/train=0.762]
Epoch 0:  28%|██▊       | 133/469 [00:13<00:33, 10.14it/s, v_num=9, loss/train=2.010, alignment/train=0.135, uniformity/train=-2.59, contrastive_acc/train=0.762]
Epoch 0:  28%|██▊       | 133/469 [00:13<00:33, 10.14it/s, v_num=9, loss/train=1.920, alignment/train=0.116, uniformity/train=-2.62, contrastive_acc/train=0.742]
Epoch 0:  29%|██▊       | 134/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=1.920, alignment/train=0.116, uniformity/train=-2.62, contrastive_acc/train=0.742]
Epoch 0:  29%|██▊       | 134/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=1.950, alignment/train=0.147, uniformity/train=-2.68, contrastive_acc/train=0.762]
Epoch 0:  29%|██▉       | 135/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=1.950, alignment/train=0.147, uniformity/train=-2.68, contrastive_acc/train=0.762]
Epoch 0:  29%|██▉       | 135/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=1.960, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.742]
Epoch 0:  29%|██▉       | 136/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=1.960, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.742]
Epoch 0:  29%|██▉       | 136/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=1.900, alignment/train=0.129, uniformity/train=-2.67, contrastive_acc/train=0.777]
Epoch 0:  29%|██▉       | 137/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=1.900, alignment/train=0.129, uniformity/train=-2.67, contrastive_acc/train=0.777]
Epoch 0:  29%|██▉       | 137/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=1.980, alignment/train=0.150, uniformity/train=-2.67, contrastive_acc/train=0.715]
Epoch 0:  29%|██▉       | 138/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=1.980, alignment/train=0.150, uniformity/train=-2.67, contrastive_acc/train=0.715]
Epoch 0:  29%|██▉       | 138/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=1.960, alignment/train=0.134, uniformity/train=-2.67, contrastive_acc/train=0.684]
Epoch 0:  30%|██▉       | 139/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.960, alignment/train=0.134, uniformity/train=-2.67, contrastive_acc/train=0.684]
Epoch 0:  30%|██▉       | 139/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.900, alignment/train=0.136, uniformity/train=-2.71, contrastive_acc/train=0.723]
Epoch 0:  30%|██▉       | 140/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.900, alignment/train=0.136, uniformity/train=-2.71, contrastive_acc/train=0.723]
Epoch 0:  30%|██▉       | 140/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=1.970, alignment/train=0.154, uniformity/train=-2.73, contrastive_acc/train=0.730]
Epoch 0:  30%|███       | 141/469 [00:13<00:32, 10.17it/s, v_num=9, loss/train=1.970, alignment/train=0.154, uniformity/train=-2.73, contrastive_acc/train=0.730]
Epoch 0:  30%|███       | 141/469 [00:13<00:32, 10.17it/s, v_num=9, loss/train=2.060, alignment/train=0.173, uniformity/train=-2.67, contrastive_acc/train=0.742]
Epoch 0:  30%|███       | 142/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=2.060, alignment/train=0.173, uniformity/train=-2.67, contrastive_acc/train=0.742]
Epoch 0:  30%|███       | 142/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=2.040, alignment/train=0.175, uniformity/train=-2.65, contrastive_acc/train=0.652]
Epoch 0:  30%|███       | 143/469 [00:14<00:32, 10.19it/s, v_num=9, loss/train=2.040, alignment/train=0.175, uniformity/train=-2.65, contrastive_acc/train=0.652]
Epoch 0:  30%|███       | 143/469 [00:14<00:32, 10.18it/s, v_num=9, loss/train=2.010, alignment/train=0.139, uniformity/train=-2.68, contrastive_acc/train=0.723]
Epoch 0:  31%|███       | 144/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=2.010, alignment/train=0.139, uniformity/train=-2.68, contrastive_acc/train=0.723]
Epoch 0:  31%|███       | 144/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=1.810, alignment/train=0.148, uniformity/train=-2.75, contrastive_acc/train=0.777]
Epoch 0:  31%|███       | 145/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=1.810, alignment/train=0.148, uniformity/train=-2.75, contrastive_acc/train=0.777]
Epoch 0:  31%|███       | 145/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=1.940, alignment/train=0.138, uniformity/train=-2.64, contrastive_acc/train=0.742]
Epoch 0:  31%|███       | 146/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.940, alignment/train=0.138, uniformity/train=-2.64, contrastive_acc/train=0.742]
Epoch 0:  31%|███       | 146/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.940, alignment/train=0.144, uniformity/train=-2.69, contrastive_acc/train=0.754]
Epoch 0:  31%|███▏      | 147/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.940, alignment/train=0.144, uniformity/train=-2.69, contrastive_acc/train=0.754]
Epoch 0:  31%|███▏      | 147/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=2.000, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.773]
Epoch 0:  32%|███▏      | 148/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=2.000, alignment/train=0.142, uniformity/train=-2.61, contrastive_acc/train=0.773]
Epoch 0:  32%|███▏      | 148/469 [00:14<00:31, 10.21it/s, v_num=9, loss/train=1.740, alignment/train=0.108, uniformity/train=-2.66, contrastive_acc/train=0.820]
Epoch 0:  32%|███▏      | 149/469 [00:14<00:31, 10.24it/s, v_num=9, loss/train=1.740, alignment/train=0.108, uniformity/train=-2.66, contrastive_acc/train=0.820]
Epoch 0:  32%|███▏      | 149/469 [00:14<00:31, 10.24it/s, v_num=9, loss/train=1.900, alignment/train=0.135, uniformity/train=-2.67, contrastive_acc/train=0.770]
Epoch 0:  32%|███▏      | 150/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.900, alignment/train=0.135, uniformity/train=-2.67, contrastive_acc/train=0.770]
Epoch 0:  32%|███▏      | 150/469 [00:14<00:31, 10.19it/s, v_num=9, loss/train=1.790, alignment/train=0.120, uniformity/train=-2.73, contrastive_acc/train=0.762]
Epoch 0:  32%|███▏      | 151/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.790, alignment/train=0.120, uniformity/train=-2.73, contrastive_acc/train=0.762]
Epoch 0:  32%|███▏      | 151/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.710, alignment/train=0.117, uniformity/train=-2.75, contrastive_acc/train=0.820]
Epoch 0:  32%|███▏      | 152/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.710, alignment/train=0.117, uniformity/train=-2.75, contrastive_acc/train=0.820]
Epoch 0:  32%|███▏      | 152/469 [00:14<00:31, 10.22it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.766]
Epoch 0:  33%|███▎      | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.766]
Epoch 0:  33%|███▎      | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=1.890, alignment/train=0.143, uniformity/train=-2.66, contrastive_acc/train=0.723]
Epoch 0:  33%|███▎      | 154/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.890, alignment/train=0.143, uniformity/train=-2.66, contrastive_acc/train=0.723]
Epoch 0:  33%|███▎      | 154/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.890, alignment/train=0.154, uniformity/train=-2.75, contrastive_acc/train=0.770]
Epoch 0:  33%|███▎      | 155/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=1.890, alignment/train=0.154, uniformity/train=-2.75, contrastive_acc/train=0.770]
Epoch 0:  33%|███▎      | 155/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=1.790, alignment/train=0.124, uniformity/train=-2.72, contrastive_acc/train=0.785]
Epoch 0:  33%|███▎      | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.790, alignment/train=0.124, uniformity/train=-2.72, contrastive_acc/train=0.785]
Epoch 0:  33%|███▎      | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.830, alignment/train=0.130, uniformity/train=-2.73, contrastive_acc/train=0.797]
Epoch 0:  33%|███▎      | 157/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=1.830, alignment/train=0.130, uniformity/train=-2.73, contrastive_acc/train=0.797]
Epoch 0:  33%|███▎      | 157/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=1.700, alignment/train=0.130, uniformity/train=-2.79, contrastive_acc/train=0.828]
Epoch 0:  34%|███▎      | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=1.700, alignment/train=0.130, uniformity/train=-2.79, contrastive_acc/train=0.828]
Epoch 0:  34%|███▎      | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=1.740, alignment/train=0.132, uniformity/train=-2.77, contrastive_acc/train=0.762]
Epoch 0:  34%|███▍      | 159/469 [00:15<00:30, 10.27it/s, v_num=9, loss/train=1.740, alignment/train=0.132, uniformity/train=-2.77, contrastive_acc/train=0.762]
Epoch 0:  34%|███▍      | 159/469 [00:15<00:30, 10.27it/s, v_num=9, loss/train=1.900, alignment/train=0.149, uniformity/train=-2.74, contrastive_acc/train=0.730]
Epoch 0:  34%|███▍      | 160/469 [00:15<00:30, 10.30it/s, v_num=9, loss/train=1.900, alignment/train=0.149, uniformity/train=-2.74, contrastive_acc/train=0.730]
Epoch 0:  34%|███▍      | 160/469 [00:15<00:30, 10.30it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.762]
Epoch 0:  34%|███▍      | 161/469 [00:15<00:29, 10.32it/s, v_num=9, loss/train=1.790, alignment/train=0.132, uniformity/train=-2.74, contrastive_acc/train=0.762]
Epoch 0:  34%|███▍      | 161/469 [00:15<00:29, 10.32it/s, v_num=9, loss/train=1.790, alignment/train=0.130, uniformity/train=-2.74, contrastive_acc/train=0.777]
Epoch 0:  35%|███▍      | 162/469 [00:15<00:29, 10.25it/s, v_num=9, loss/train=1.790, alignment/train=0.130, uniformity/train=-2.74, contrastive_acc/train=0.777]
Epoch 0:  35%|███▍      | 162/469 [00:15<00:29, 10.25it/s, v_num=9, loss/train=1.760, alignment/train=0.142, uniformity/train=-2.80, contrastive_acc/train=0.793]
Epoch 0:  35%|███▍      | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=1.760, alignment/train=0.142, uniformity/train=-2.80, contrastive_acc/train=0.793]
Epoch 0:  35%|███▍      | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=1.930, alignment/train=0.158, uniformity/train=-2.71, contrastive_acc/train=0.734]
Epoch 0:  35%|███▍      | 164/469 [00:15<00:29, 10.28it/s, v_num=9, loss/train=1.930, alignment/train=0.158, uniformity/train=-2.71, contrastive_acc/train=0.734]
Epoch 0:  35%|███▍      | 164/469 [00:15<00:29, 10.28it/s, v_num=9, loss/train=1.690, alignment/train=0.115, uniformity/train=-2.73, contrastive_acc/train=0.781]
Epoch 0:  35%|███▌      | 165/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.690, alignment/train=0.115, uniformity/train=-2.73, contrastive_acc/train=0.781]
Epoch 0:  35%|███▌      | 165/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.620, alignment/train=0.119, uniformity/train=-2.79, contrastive_acc/train=0.824]
Epoch 0:  35%|███▌      | 166/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.620, alignment/train=0.119, uniformity/train=-2.79, contrastive_acc/train=0.824]
Epoch 0:  35%|███▌      | 166/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.760, alignment/train=0.131, uniformity/train=-2.79, contrastive_acc/train=0.770]
Epoch 0:  36%|███▌      | 167/469 [00:16<00:29, 10.34it/s, v_num=9, loss/train=1.760, alignment/train=0.131, uniformity/train=-2.79, contrastive_acc/train=0.770]
Epoch 0:  36%|███▌      | 167/469 [00:16<00:29, 10.34it/s, v_num=9, loss/train=1.900, alignment/train=0.169, uniformity/train=-2.79, contrastive_acc/train=0.738]
Epoch 0:  36%|███▌      | 168/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.900, alignment/train=0.169, uniformity/train=-2.79, contrastive_acc/train=0.738]
Epoch 0:  36%|███▌      | 168/469 [00:16<00:29, 10.33it/s, v_num=9, loss/train=1.800, alignment/train=0.137, uniformity/train=-2.75, contrastive_acc/train=0.746]
Epoch 0:  36%|███▌      | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.800, alignment/train=0.137, uniformity/train=-2.75, contrastive_acc/train=0.746]
Epoch 0:  36%|███▌      | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.810, alignment/train=0.141, uniformity/train=-2.79, contrastive_acc/train=0.742]
Epoch 0:  36%|███▌      | 170/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=1.810, alignment/train=0.141, uniformity/train=-2.79, contrastive_acc/train=0.742]
Epoch 0:  36%|███▌      | 170/469 [00:16<00:29, 10.30it/s, v_num=9, loss/train=1.620, alignment/train=0.113, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0:  36%|███▋      | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.620, alignment/train=0.113, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0:  36%|███▋      | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.760, alignment/train=0.157, uniformity/train=-2.84, contrastive_acc/train=0.785]
Epoch 0:  37%|███▋      | 172/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.760, alignment/train=0.157, uniformity/train=-2.84, contrastive_acc/train=0.785]
Epoch 0:  37%|███▋      | 172/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.750, alignment/train=0.113, uniformity/train=-2.76, contrastive_acc/train=0.750]
Epoch 0:  37%|███▋      | 173/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.750, alignment/train=0.113, uniformity/train=-2.76, contrastive_acc/train=0.750]
Epoch 0:  37%|███▋      | 173/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=1.670, alignment/train=0.115, uniformity/train=-2.78, contrastive_acc/train=0.801]
Epoch 0:  37%|███▋      | 174/469 [00:16<00:28, 10.34it/s, v_num=9, loss/train=1.670, alignment/train=0.115, uniformity/train=-2.78, contrastive_acc/train=0.801]
Epoch 0:  37%|███▋      | 174/469 [00:16<00:28, 10.34it/s, v_num=9, loss/train=1.640, alignment/train=0.121, uniformity/train=-2.78, contrastive_acc/train=0.820]
Epoch 0:  37%|███▋      | 175/469 [00:16<00:28, 10.37it/s, v_num=9, loss/train=1.640, alignment/train=0.121, uniformity/train=-2.78, contrastive_acc/train=0.820]
Epoch 0:  37%|███▋      | 175/469 [00:16<00:28, 10.37it/s, v_num=9, loss/train=1.720, alignment/train=0.125, uniformity/train=-2.77, contrastive_acc/train=0.750]
Epoch 0:  38%|███▊      | 176/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.720, alignment/train=0.125, uniformity/train=-2.77, contrastive_acc/train=0.750]
Epoch 0:  38%|███▊      | 176/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.710, alignment/train=0.140, uniformity/train=-2.81, contrastive_acc/train=0.773]
Epoch 0:  38%|███▊      | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=1.710, alignment/train=0.140, uniformity/train=-2.81, contrastive_acc/train=0.773]
Epoch 0:  38%|███▊      | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=1.770, alignment/train=0.138, uniformity/train=-2.76, contrastive_acc/train=0.781]
Epoch 0:  38%|███▊      | 178/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.770, alignment/train=0.138, uniformity/train=-2.76, contrastive_acc/train=0.781]
Epoch 0:  38%|███▊      | 178/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.680, alignment/train=0.144, uniformity/train=-2.83, contrastive_acc/train=0.770]
Epoch 0:  38%|███▊      | 179/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.680, alignment/train=0.144, uniformity/train=-2.83, contrastive_acc/train=0.770]
Epoch 0:  38%|███▊      | 179/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=1.630, alignment/train=0.134, uniformity/train=-2.84, contrastive_acc/train=0.836]
Epoch 0:  38%|███▊      | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.630, alignment/train=0.134, uniformity/train=-2.84, contrastive_acc/train=0.836]
Epoch 0:  38%|███▊      | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.800, alignment/train=0.165, uniformity/train=-2.75, contrastive_acc/train=0.766]
Epoch 0:  39%|███▊      | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.800, alignment/train=0.165, uniformity/train=-2.75, contrastive_acc/train=0.766]
Epoch 0:  39%|███▊      | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.830, alignment/train=0.141, uniformity/train=-2.70, contrastive_acc/train=0.777]
Epoch 0:  39%|███▉      | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.830, alignment/train=0.141, uniformity/train=-2.70, contrastive_acc/train=0.777]
Epoch 0:  39%|███▉      | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.850, alignment/train=0.172, uniformity/train=-2.78, contrastive_acc/train=0.738]
Epoch 0:  39%|███▉      | 183/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=1.850, alignment/train=0.172, uniformity/train=-2.78, contrastive_acc/train=0.738]
Epoch 0:  39%|███▉      | 183/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=1.670, alignment/train=0.129, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0:  39%|███▉      | 184/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.670, alignment/train=0.129, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0:  39%|███▉      | 184/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=1.760, alignment/train=0.137, uniformity/train=-2.77, contrastive_acc/train=0.785]
Epoch 0:  39%|███▉      | 185/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.760, alignment/train=0.137, uniformity/train=-2.77, contrastive_acc/train=0.785]
Epoch 0:  39%|███▉      | 185/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.960, alignment/train=0.165, uniformity/train=-2.73, contrastive_acc/train=0.734]
Epoch 0:  40%|███▉      | 186/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.960, alignment/train=0.165, uniformity/train=-2.73, contrastive_acc/train=0.734]
Epoch 0:  40%|███▉      | 186/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=1.630, alignment/train=0.124, uniformity/train=-2.77, contrastive_acc/train=0.820]
Epoch 0:  40%|███▉      | 187/469 [00:18<00:27, 10.38it/s, v_num=9, loss/train=1.630, alignment/train=0.124, uniformity/train=-2.77, contrastive_acc/train=0.820]
Epoch 0:  40%|███▉      | 187/469 [00:18<00:27, 10.38it/s, v_num=9, loss/train=1.600, alignment/train=0.126, uniformity/train=-2.81, contrastive_acc/train=0.816]
Epoch 0:  40%|████      | 188/469 [00:18<00:27, 10.39it/s, v_num=9, loss/train=1.600, alignment/train=0.126, uniformity/train=-2.81, contrastive_acc/train=0.816]
Epoch 0:  40%|████      | 188/469 [00:18<00:27, 10.38it/s, v_num=9, loss/train=1.540, alignment/train=0.111, uniformity/train=-2.82, contrastive_acc/train=0.836]
Epoch 0:  40%|████      | 189/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=1.540, alignment/train=0.111, uniformity/train=-2.82, contrastive_acc/train=0.836]
Epoch 0:  40%|████      | 189/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=1.710, alignment/train=0.136, uniformity/train=-2.77, contrastive_acc/train=0.781]
Epoch 0:  41%|████      | 190/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=1.710, alignment/train=0.136, uniformity/train=-2.77, contrastive_acc/train=0.781]
Epoch 0:  41%|████      | 190/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=1.690, alignment/train=0.146, uniformity/train=-2.84, contrastive_acc/train=0.766]
Epoch 0:  41%|████      | 191/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.690, alignment/train=0.146, uniformity/train=-2.84, contrastive_acc/train=0.766]
Epoch 0:  41%|████      | 191/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.860, alignment/train=0.163, uniformity/train=-2.74, contrastive_acc/train=0.746]
Epoch 0:  41%|████      | 192/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.860, alignment/train=0.163, uniformity/train=-2.74, contrastive_acc/train=0.746]
Epoch 0:  41%|████      | 192/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=1.640, alignment/train=0.162, uniformity/train=-2.90, contrastive_acc/train=0.742]
Epoch 0:  41%|████      | 193/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.640, alignment/train=0.162, uniformity/train=-2.90, contrastive_acc/train=0.742]
Epoch 0:  41%|████      | 193/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.760, alignment/train=0.147, uniformity/train=-2.82, contrastive_acc/train=0.770]
Epoch 0:  41%|████▏     | 194/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.760, alignment/train=0.147, uniformity/train=-2.82, contrastive_acc/train=0.770]
Epoch 0:  41%|████▏     | 194/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=1.660, alignment/train=0.148, uniformity/train=-2.84, contrastive_acc/train=0.812]
Epoch 0:  42%|████▏     | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=1.660, alignment/train=0.148, uniformity/train=-2.84, contrastive_acc/train=0.812]
Epoch 0:  42%|████▏     | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=1.580, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.816]
Epoch 0:  42%|████▏     | 196/469 [00:18<00:26, 10.45it/s, v_num=9, loss/train=1.580, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.816]
Epoch 0:  42%|████▏     | 196/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=1.670, alignment/train=0.131, uniformity/train=-2.77, contrastive_acc/train=0.816]
Epoch 0:  42%|████▏     | 197/469 [00:18<00:26, 10.45it/s, v_num=9, loss/train=1.670, alignment/train=0.131, uniformity/train=-2.77, contrastive_acc/train=0.816]
Epoch 0:  42%|████▏     | 197/469 [00:18<00:26, 10.45it/s, v_num=9, loss/train=1.710, alignment/train=0.135, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0:  42%|████▏     | 198/469 [00:19<00:26, 10.42it/s, v_num=9, loss/train=1.710, alignment/train=0.135, uniformity/train=-2.82, contrastive_acc/train=0.781]
Epoch 0:  42%|████▏     | 198/469 [00:19<00:26, 10.42it/s, v_num=9, loss/train=1.430, alignment/train=0.122, uniformity/train=-2.93, contrastive_acc/train=0.840]
Epoch 0:  42%|████▏     | 199/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=1.430, alignment/train=0.122, uniformity/train=-2.93, contrastive_acc/train=0.840]
Epoch 0:  42%|████▏     | 199/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=1.590, alignment/train=0.128, uniformity/train=-2.83, contrastive_acc/train=0.793]
Epoch 0:  43%|████▎     | 200/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.590, alignment/train=0.128, uniformity/train=-2.83, contrastive_acc/train=0.793]
Epoch 0:  43%|████▎     | 200/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.510, alignment/train=0.118, uniformity/train=-2.87, contrastive_acc/train=0.848]
Epoch 0:  43%|████▎     | 201/469 [00:19<00:25, 10.47it/s, v_num=9, loss/train=1.510, alignment/train=0.118, uniformity/train=-2.87, contrastive_acc/train=0.848]
Epoch 0:  43%|████▎     | 201/469 [00:19<00:25, 10.47it/s, v_num=9, loss/train=1.630, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.809]
Epoch 0:  43%|████▎     | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.630, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.809]
Epoch 0:  43%|████▎     | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.520, alignment/train=0.128, uniformity/train=-2.87, contrastive_acc/train=0.816]
Epoch 0:  43%|████▎     | 203/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.520, alignment/train=0.128, uniformity/train=-2.87, contrastive_acc/train=0.816]
Epoch 0:  43%|████▎     | 203/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=1.630, alignment/train=0.151, uniformity/train=-2.87, contrastive_acc/train=0.801]
Epoch 0:  43%|████▎     | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.630, alignment/train=0.151, uniformity/train=-2.87, contrastive_acc/train=0.801]
Epoch 0:  43%|████▎     | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.590, alignment/train=0.158, uniformity/train=-2.90, contrastive_acc/train=0.789]
Epoch 0:  44%|████▎     | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.590, alignment/train=0.158, uniformity/train=-2.90, contrastive_acc/train=0.789]
Epoch 0:  44%|████▎     | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.710, alignment/train=0.154, uniformity/train=-2.82, contrastive_acc/train=0.789]
Epoch 0:  44%|████▍     | 206/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.710, alignment/train=0.154, uniformity/train=-2.82, contrastive_acc/train=0.789]
Epoch 0:  44%|████▍     | 206/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=1.420, alignment/train=0.121, uniformity/train=-2.88, contrastive_acc/train=0.844]
Epoch 0:  44%|████▍     | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.420, alignment/train=0.121, uniformity/train=-2.88, contrastive_acc/train=0.844]
Epoch 0:  44%|████▍     | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=1.490, alignment/train=0.120, uniformity/train=-2.83, contrastive_acc/train=0.871]
Epoch 0:  44%|████▍     | 208/469 [00:19<00:24, 10.47it/s, v_num=9, loss/train=1.490, alignment/train=0.120, uniformity/train=-2.83, contrastive_acc/train=0.871]
Epoch 0:  44%|████▍     | 208/469 [00:19<00:24, 10.47it/s, v_num=9, loss/train=1.710, alignment/train=0.150, uniformity/train=-2.81, contrastive_acc/train=0.754]
Epoch 0:  45%|████▍     | 209/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=1.710, alignment/train=0.150, uniformity/train=-2.81, contrastive_acc/train=0.754]
Epoch 0:  45%|████▍     | 209/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=1.690, alignment/train=0.174, uniformity/train=-2.87, contrastive_acc/train=0.734]
Epoch 0:  45%|████▍     | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=1.690, alignment/train=0.174, uniformity/train=-2.87, contrastive_acc/train=0.734]
Epoch 0:  45%|████▍     | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=1.600, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.840]
Epoch 0:  45%|████▍     | 211/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=1.600, alignment/train=0.142, uniformity/train=-2.85, contrastive_acc/train=0.840]
Epoch 0:  45%|████▍     | 211/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.87, contrastive_acc/train=0.812]
Epoch 0:  45%|████▌     | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.87, contrastive_acc/train=0.812]
Epoch 0:  45%|████▌     | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.580, alignment/train=0.135, uniformity/train=-2.84, contrastive_acc/train=0.832]
Epoch 0:  45%|████▌     | 213/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.580, alignment/train=0.135, uniformity/train=-2.84, contrastive_acc/train=0.832]
Epoch 0:  45%|████▌     | 213/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.85, contrastive_acc/train=0.805]
Epoch 0:  46%|████▌     | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.630, alignment/train=0.154, uniformity/train=-2.85, contrastive_acc/train=0.805]
Epoch 0:  46%|████▌     | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.590, alignment/train=0.141, uniformity/train=-2.90, contrastive_acc/train=0.824]
Epoch 0:  46%|████▌     | 215/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=1.590, alignment/train=0.141, uniformity/train=-2.90, contrastive_acc/train=0.824]
Epoch 0:  46%|████▌     | 215/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=1.430, alignment/train=0.129, uniformity/train=-2.89, contrastive_acc/train=0.852]
Epoch 0:  46%|████▌     | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=1.430, alignment/train=0.129, uniformity/train=-2.89, contrastive_acc/train=0.852]
Epoch 0:  46%|████▌     | 216/469 [00:20<00:24, 10.49it/s, v_num=9, loss/train=1.610, alignment/train=0.154, uniformity/train=-2.89, contrastive_acc/train=0.797]
Epoch 0:  46%|████▋     | 217/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.610, alignment/train=0.154, uniformity/train=-2.89, contrastive_acc/train=0.797]
Epoch 0:  46%|████▋     | 217/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.797]
Epoch 0:  46%|████▋     | 218/469 [00:20<00:23, 10.50it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.797]
Epoch 0:  46%|████▋     | 218/469 [00:20<00:23, 10.50it/s, v_num=9, loss/train=1.480, alignment/train=0.147, uniformity/train=-2.91, contrastive_acc/train=0.828]
Epoch 0:  47%|████▋     | 219/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=1.480, alignment/train=0.147, uniformity/train=-2.91, contrastive_acc/train=0.828]
Epoch 0:  47%|████▋     | 219/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=1.450, alignment/train=0.128, uniformity/train=-2.90, contrastive_acc/train=0.883]
Epoch 0:  47%|████▋     | 220/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=1.450, alignment/train=0.128, uniformity/train=-2.90, contrastive_acc/train=0.883]
Epoch 0:  47%|████▋     | 220/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=1.570, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.770]
Epoch 0:  47%|████▋     | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.570, alignment/train=0.152, uniformity/train=-2.89, contrastive_acc/train=0.770]
Epoch 0:  47%|████▋     | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.480, alignment/train=0.136, uniformity/train=-2.91, contrastive_acc/train=0.824]
Epoch 0:  47%|████▋     | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=1.480, alignment/train=0.136, uniformity/train=-2.91, contrastive_acc/train=0.824]
Epoch 0:  47%|████▋     | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.762]
Epoch 0:  48%|████▊     | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.610, alignment/train=0.157, uniformity/train=-2.88, contrastive_acc/train=0.762]
Epoch 0:  48%|████▊     | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.510, alignment/train=0.141, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0:  48%|████▊     | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=1.510, alignment/train=0.141, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0:  48%|████▊     | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=1.560, alignment/train=0.132, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0:  48%|████▊     | 225/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.560, alignment/train=0.132, uniformity/train=-2.79, contrastive_acc/train=0.812]
Epoch 0:  48%|████▊     | 225/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=1.380, alignment/train=0.128, uniformity/train=-2.93, contrastive_acc/train=0.871]
Epoch 0:  48%|████▊     | 226/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=1.380, alignment/train=0.128, uniformity/train=-2.93, contrastive_acc/train=0.871]
Epoch 0:  48%|████▊     | 226/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=1.520, alignment/train=0.158, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0:  48%|████▊     | 227/469 [00:21<00:22, 10.54it/s, v_num=9, loss/train=1.520, alignment/train=0.158, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0:  48%|████▊     | 227/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=1.500, alignment/train=0.138, uniformity/train=-2.86, contrastive_acc/train=0.828]
Epoch 0:  49%|████▊     | 228/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.500, alignment/train=0.138, uniformity/train=-2.86, contrastive_acc/train=0.828]
Epoch 0:  49%|████▊     | 228/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.460, alignment/train=0.119, uniformity/train=-2.83, contrastive_acc/train=0.887]
Epoch 0:  49%|████▉     | 229/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=1.460, alignment/train=0.119, uniformity/train=-2.83, contrastive_acc/train=0.887]
Epoch 0:  49%|████▉     | 229/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=1.540, alignment/train=0.165, uniformity/train=-2.93, contrastive_acc/train=0.785]
Epoch 0:  49%|████▉     | 230/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.540, alignment/train=0.165, uniformity/train=-2.93, contrastive_acc/train=0.785]
Epoch 0:  49%|████▉     | 230/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=1.520, alignment/train=0.131, uniformity/train=-2.81, contrastive_acc/train=0.805]
Epoch 0:  49%|████▉     | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=1.520, alignment/train=0.131, uniformity/train=-2.81, contrastive_acc/train=0.805]
Epoch 0:  49%|████▉     | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=1.540, alignment/train=0.158, uniformity/train=-2.93, contrastive_acc/train=0.801]
Epoch 0:  49%|████▉     | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=1.540, alignment/train=0.158, uniformity/train=-2.93, contrastive_acc/train=0.801]
Epoch 0:  49%|████▉     | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=1.450, alignment/train=0.145, uniformity/train=-2.95, contrastive_acc/train=0.828]
Epoch 0:  50%|████▉     | 233/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=1.450, alignment/train=0.145, uniformity/train=-2.95, contrastive_acc/train=0.828]
Epoch 0:  50%|████▉     | 233/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=1.540, alignment/train=0.163, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0:  50%|████▉     | 234/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=1.540, alignment/train=0.163, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0:  50%|████▉     | 234/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=1.460, alignment/train=0.151, uniformity/train=-2.95, contrastive_acc/train=0.824]
Epoch 0:  50%|█████     | 235/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=1.460, alignment/train=0.151, uniformity/train=-2.95, contrastive_acc/train=0.824]
Epoch 0:  50%|█████     | 235/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=1.580, alignment/train=0.155, uniformity/train=-2.82, contrastive_acc/train=0.809]
Epoch 0:  50%|█████     | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=1.580, alignment/train=0.155, uniformity/train=-2.82, contrastive_acc/train=0.809]
Epoch 0:  50%|█████     | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=1.410, alignment/train=0.148, uniformity/train=-2.97, contrastive_acc/train=0.820]
Epoch 0:  51%|█████     | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.410, alignment/train=0.148, uniformity/train=-2.97, contrastive_acc/train=0.820]
Epoch 0:  51%|█████     | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.440, alignment/train=0.125, uniformity/train=-2.89, contrastive_acc/train=0.812]
Epoch 0:  51%|█████     | 238/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.440, alignment/train=0.125, uniformity/train=-2.89, contrastive_acc/train=0.812]
Epoch 0:  51%|█████     | 238/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=1.640, alignment/train=0.148, uniformity/train=-2.76, contrastive_acc/train=0.840]
Epoch 0:  51%|█████     | 239/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.640, alignment/train=0.148, uniformity/train=-2.76, contrastive_acc/train=0.840]
Epoch 0:  51%|█████     | 239/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.520, alignment/train=0.140, uniformity/train=-2.85, contrastive_acc/train=0.836]
Epoch 0:  51%|█████     | 240/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=1.520, alignment/train=0.140, uniformity/train=-2.85, contrastive_acc/train=0.836]
Epoch 0:  51%|█████     | 240/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=1.520, alignment/train=0.147, uniformity/train=-2.88, contrastive_acc/train=0.816]
Epoch 0:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=1.520, alignment/train=0.147, uniformity/train=-2.88, contrastive_acc/train=0.816]
Epoch 0:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=1.540, alignment/train=0.148, uniformity/train=-2.83, contrastive_acc/train=0.816]
Epoch 0:  52%|█████▏    | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=1.540, alignment/train=0.148, uniformity/train=-2.83, contrastive_acc/train=0.816]
Epoch 0:  52%|█████▏    | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=1.500, alignment/train=0.146, uniformity/train=-2.82, contrastive_acc/train=0.824]
Epoch 0:  52%|█████▏    | 243/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.500, alignment/train=0.146, uniformity/train=-2.82, contrastive_acc/train=0.824]
Epoch 0:  52%|█████▏    | 243/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=1.440, alignment/train=0.149, uniformity/train=-2.93, contrastive_acc/train=0.828]
Epoch 0:  52%|█████▏    | 244/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=1.440, alignment/train=0.149, uniformity/train=-2.93, contrastive_acc/train=0.828]
Epoch 0:  52%|█████▏    | 244/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=1.470, alignment/train=0.129, uniformity/train=-2.86, contrastive_acc/train=0.867]
Epoch 0:  52%|█████▏    | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=1.470, alignment/train=0.129, uniformity/train=-2.86, contrastive_acc/train=0.867]
Epoch 0:  52%|█████▏    | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=1.420, alignment/train=0.146, uniformity/train=-2.92, contrastive_acc/train=0.867]
Epoch 0:  52%|█████▏    | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=1.420, alignment/train=0.146, uniformity/train=-2.92, contrastive_acc/train=0.867]
Epoch 0:  52%|█████▏    | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=1.440, alignment/train=0.158, uniformity/train=-2.94, contrastive_acc/train=0.824]
Epoch 0:  53%|█████▎    | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=1.440, alignment/train=0.158, uniformity/train=-2.94, contrastive_acc/train=0.824]
Epoch 0:  53%|█████▎    | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=1.350, alignment/train=0.127, uniformity/train=-2.96, contrastive_acc/train=0.855]
Epoch 0:  53%|█████▎    | 248/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=1.350, alignment/train=0.127, uniformity/train=-2.96, contrastive_acc/train=0.855]
Epoch 0:  53%|█████▎    | 248/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=1.430, alignment/train=0.151, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0:  53%|█████▎    | 249/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=1.430, alignment/train=0.151, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0:  53%|█████▎    | 249/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=1.470, alignment/train=0.157, uniformity/train=-2.91, contrastive_acc/train=0.820]
Epoch 0:  53%|█████▎    | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.470, alignment/train=0.157, uniformity/train=-2.91, contrastive_acc/train=0.820]
Epoch 0:  53%|█████▎    | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.340, alignment/train=0.129, uniformity/train=-2.97, contrastive_acc/train=0.855]
Epoch 0:  54%|█████▎    | 251/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=1.340, alignment/train=0.129, uniformity/train=-2.97, contrastive_acc/train=0.855]
Epoch 0:  54%|█████▎    | 251/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=1.430, alignment/train=0.148, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0:  54%|█████▎    | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=1.430, alignment/train=0.148, uniformity/train=-2.91, contrastive_acc/train=0.840]
Epoch 0:  54%|█████▎    | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=1.400, alignment/train=0.140, uniformity/train=-2.96, contrastive_acc/train=0.883]
Epoch 0:  54%|█████▍    | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.400, alignment/train=0.140, uniformity/train=-2.96, contrastive_acc/train=0.883]
Epoch 0:  54%|█████▍    | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=1.370, alignment/train=0.137, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0:  54%|█████▍    | 254/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=1.370, alignment/train=0.137, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0:  54%|█████▍    | 254/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=1.410, alignment/train=0.133, uniformity/train=-2.94, contrastive_acc/train=0.828]
Epoch 0:  54%|█████▍    | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=1.410, alignment/train=0.133, uniformity/train=-2.94, contrastive_acc/train=0.828]
Epoch 0:  54%|█████▍    | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=1.350, alignment/train=0.150, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0:  55%|█████▍    | 256/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=1.350, alignment/train=0.150, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0:  55%|█████▍    | 256/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=1.470, alignment/train=0.133, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0:  55%|█████▍    | 257/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=1.470, alignment/train=0.133, uniformity/train=-2.89, contrastive_acc/train=0.832]
Epoch 0:  55%|█████▍    | 257/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=1.280, alignment/train=0.132, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0:  55%|█████▌    | 258/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.280, alignment/train=0.132, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0:  55%|█████▌    | 258/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.380, alignment/train=0.137, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0:  55%|█████▌    | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.380, alignment/train=0.137, uniformity/train=-2.91, contrastive_acc/train=0.863]
Epoch 0:  55%|█████▌    | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.540, alignment/train=0.177, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0:  55%|█████▌    | 260/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.540, alignment/train=0.177, uniformity/train=-2.96, contrastive_acc/train=0.816]
Epoch 0:  55%|█████▌    | 260/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.350, alignment/train=0.145, uniformity/train=-2.96, contrastive_acc/train=0.859]
Epoch 0:  56%|█████▌    | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.350, alignment/train=0.145, uniformity/train=-2.96, contrastive_acc/train=0.859]
Epoch 0:  56%|█████▌    | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.320, alignment/train=0.124, uniformity/train=-2.91, contrastive_acc/train=0.879]
Epoch 0:  56%|█████▌    | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=1.320, alignment/train=0.124, uniformity/train=-2.91, contrastive_acc/train=0.879]
Epoch 0:  56%|█████▌    | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=1.450, alignment/train=0.141, uniformity/train=-2.93, contrastive_acc/train=0.859]
Epoch 0:  56%|█████▌    | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.450, alignment/train=0.141, uniformity/train=-2.93, contrastive_acc/train=0.859]
Epoch 0:  56%|█████▌    | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=1.340, alignment/train=0.141, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0:  56%|█████▋    | 264/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=1.340, alignment/train=0.141, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0:  56%|█████▋    | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.450, alignment/train=0.134, uniformity/train=-2.93, contrastive_acc/train=0.809]
Epoch 0:  57%|█████▋    | 265/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.450, alignment/train=0.134, uniformity/train=-2.93, contrastive_acc/train=0.809]
Epoch 0:  57%|█████▋    | 265/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=1.320, alignment/train=0.132, uniformity/train=-2.98, contrastive_acc/train=0.863]
Epoch 0:  57%|█████▋    | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=1.320, alignment/train=0.132, uniformity/train=-2.98, contrastive_acc/train=0.863]
Epoch 0:  57%|█████▋    | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=1.330, alignment/train=0.133, uniformity/train=-2.92, contrastive_acc/train=0.891]
Epoch 0:  57%|█████▋    | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=1.330, alignment/train=0.133, uniformity/train=-2.92, contrastive_acc/train=0.891]
Epoch 0:  57%|█████▋    | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=1.280, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.887]
Epoch 0:  57%|█████▋    | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.280, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.887]
Epoch 0:  57%|█████▋    | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.390, alignment/train=0.133, uniformity/train=-2.95, contrastive_acc/train=0.848]
Epoch 0:  57%|█████▋    | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.390, alignment/train=0.133, uniformity/train=-2.95, contrastive_acc/train=0.848]
Epoch 0:  57%|█████▋    | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.350, alignment/train=0.149, uniformity/train=-2.94, contrastive_acc/train=0.895]
Epoch 0:  58%|█████▊    | 270/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.350, alignment/train=0.149, uniformity/train=-2.94, contrastive_acc/train=0.895]
Epoch 0:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.380, alignment/train=0.153, uniformity/train=-2.89, contrastive_acc/train=0.863]
Epoch 0:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=1.380, alignment/train=0.153, uniformity/train=-2.89, contrastive_acc/train=0.863]
Epoch 0:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-3.00, contrastive_acc/train=0.828]
Epoch 0:  58%|█████▊    | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-3.00, contrastive_acc/train=0.828]
Epoch 0:  58%|█████▊    | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=1.360, alignment/train=0.122, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0:  58%|█████▊    | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.360, alignment/train=0.122, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0:  58%|█████▊    | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-2.99, contrastive_acc/train=0.891]
Epoch 0:  58%|█████▊    | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-2.99, contrastive_acc/train=0.891]
Epoch 0:  58%|█████▊    | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=1.250, alignment/train=0.130, uniformity/train=-2.98, contrastive_acc/train=0.898]
Epoch 0:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.250, alignment/train=0.130, uniformity/train=-2.98, contrastive_acc/train=0.898]
Epoch 0:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=1.260, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.906]
Epoch 0:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=1.260, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.906]
Epoch 0:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=1.430, alignment/train=0.142, uniformity/train=-2.88, contrastive_acc/train=0.871]
Epoch 0:  59%|█████▉    | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=1.430, alignment/train=0.142, uniformity/train=-2.88, contrastive_acc/train=0.871]
Epoch 0:  59%|█████▉    | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=1.410, alignment/train=0.150, uniformity/train=-2.97, contrastive_acc/train=0.832]
Epoch 0:  59%|█████▉    | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.410, alignment/train=0.150, uniformity/train=-2.97, contrastive_acc/train=0.832]
Epoch 0:  59%|█████▉    | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.330, alignment/train=0.156, uniformity/train=-3.03, contrastive_acc/train=0.824]
Epoch 0:  59%|█████▉    | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.330, alignment/train=0.156, uniformity/train=-3.03, contrastive_acc/train=0.824]
Epoch 0:  59%|█████▉    | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.320, alignment/train=0.159, uniformity/train=-2.99, contrastive_acc/train=0.836]
Epoch 0:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=1.320, alignment/train=0.159, uniformity/train=-2.99, contrastive_acc/train=0.836]
Epoch 0:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=1.370, alignment/train=0.136, uniformity/train=-2.90, contrastive_acc/train=0.859]
Epoch 0:  60%|█████▉    | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=1.370, alignment/train=0.136, uniformity/train=-2.90, contrastive_acc/train=0.859]
Epoch 0:  60%|█████▉    | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=1.250, alignment/train=0.136, uniformity/train=-2.98, contrastive_acc/train=0.832]
Epoch 0:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.250, alignment/train=0.136, uniformity/train=-2.98, contrastive_acc/train=0.832]
Epoch 0:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=1.230, alignment/train=0.155, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0:  60%|██████    | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.230, alignment/train=0.155, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0:  60%|██████    | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0:  61%|██████    | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0:  61%|██████    | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=1.380, alignment/train=0.170, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0:  61%|██████    | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=1.380, alignment/train=0.170, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0:  61%|██████    | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0:  61%|██████    | 286/469 [00:26<00:17, 10.67it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0:  61%|██████    | 286/469 [00:26<00:17, 10.67it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0:  61%|██████    | 287/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=1.230, alignment/train=0.133, uniformity/train=-3.01, contrastive_acc/train=0.871]
Epoch 0:  61%|██████    | 287/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=1.340, alignment/train=0.165, uniformity/train=-3.00, contrastive_acc/train=0.852]
Epoch 0:  61%|██████▏   | 288/469 [00:26<00:16, 10.68it/s, v_num=9, loss/train=1.340, alignment/train=0.165, uniformity/train=-3.00, contrastive_acc/train=0.852]
Epoch 0:  61%|██████▏   | 288/469 [00:26<00:16, 10.68it/s, v_num=9, loss/train=1.200, alignment/train=0.137, uniformity/train=-3.05, contrastive_acc/train=0.883]
Epoch 0:  62%|██████▏   | 289/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.200, alignment/train=0.137, uniformity/train=-3.05, contrastive_acc/train=0.883]
Epoch 0:  62%|██████▏   | 289/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.220, alignment/train=0.143, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0:  62%|██████▏   | 290/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.220, alignment/train=0.143, uniformity/train=-3.06, contrastive_acc/train=0.859]
Epoch 0:  62%|██████▏   | 290/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=1.280, alignment/train=0.114, uniformity/train=-2.93, contrastive_acc/train=0.883]
Epoch 0:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.280, alignment/train=0.114, uniformity/train=-2.93, contrastive_acc/train=0.883]
Epoch 0:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.310, alignment/train=0.147, uniformity/train=-3.04, contrastive_acc/train=0.844]
Epoch 0:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=1.310, alignment/train=0.147, uniformity/train=-3.04, contrastive_acc/train=0.844]
Epoch 0:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=1.360, alignment/train=0.157, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0:  62%|██████▏   | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.360, alignment/train=0.157, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0:  62%|██████▏   | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.150, alignment/train=0.115, uniformity/train=-3.00, contrastive_acc/train=0.930]
Epoch 0:  63%|██████▎   | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.150, alignment/train=0.115, uniformity/train=-3.00, contrastive_acc/train=0.930]
Epoch 0:  63%|██████▎   | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=1.210, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.859]
Epoch 0:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=1.210, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.859]
Epoch 0:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=1.290, alignment/train=0.149, uniformity/train=-3.01, contrastive_acc/train=0.840]
Epoch 0:  63%|██████▎   | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.290, alignment/train=0.149, uniformity/train=-3.01, contrastive_acc/train=0.840]
Epoch 0:  63%|██████▎   | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=1.190, alignment/train=0.127, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0:  64%|██████▎   | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.190, alignment/train=0.127, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0:  64%|██████▎   | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.320, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.867]
Epoch 0:  64%|██████▍   | 299/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.320, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.867]
Epoch 0:  64%|██████▍   | 299/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=1.240, alignment/train=0.150, uniformity/train=-3.07, contrastive_acc/train=0.848]
Epoch 0:  64%|██████▍   | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.240, alignment/train=0.150, uniformity/train=-3.07, contrastive_acc/train=0.848]
Epoch 0:  64%|██████▍   | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.230, alignment/train=0.142, uniformity/train=-3.04, contrastive_acc/train=0.879]
Epoch 0:  64%|██████▍   | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=1.230, alignment/train=0.142, uniformity/train=-3.04, contrastive_acc/train=0.879]
Epoch 0:  64%|██████▍   | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=1.240, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.879]
Epoch 0:  64%|██████▍   | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.240, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.879]
Epoch 0:  64%|██████▍   | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.290, alignment/train=0.134, uniformity/train=-2.98, contrastive_acc/train=0.871]
Epoch 0:  65%|██████▍   | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.290, alignment/train=0.134, uniformity/train=-2.98, contrastive_acc/train=0.871]
Epoch 0:  65%|██████▍   | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.240, alignment/train=0.124, uniformity/train=-2.99, contrastive_acc/train=0.902]
Epoch 0:  65%|██████▍   | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.240, alignment/train=0.124, uniformity/train=-2.99, contrastive_acc/train=0.902]
Epoch 0:  65%|██████▍   | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.270, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0:  65%|██████▌   | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.270, alignment/train=0.133, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0:  65%|██████▌   | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-2.98, contrastive_acc/train=0.844]
Epoch 0:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.330, alignment/train=0.149, uniformity/train=-2.98, contrastive_acc/train=0.844]
Epoch 0:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.98, contrastive_acc/train=0.875]
Epoch 0:  65%|██████▌   | 307/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=1.320, alignment/train=0.141, uniformity/train=-2.98, contrastive_acc/train=0.875]
Epoch 0:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=1.170, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0:  66%|██████▌   | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=1.170, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0:  66%|██████▌   | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=1.210, alignment/train=0.131, uniformity/train=-3.01, contrastive_acc/train=0.906]
Epoch 0:  66%|██████▌   | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=1.210, alignment/train=0.131, uniformity/train=-3.01, contrastive_acc/train=0.906]
Epoch 0:  66%|██████▌   | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=1.410, alignment/train=0.162, uniformity/train=-2.94, contrastive_acc/train=0.820]
Epoch 0:  66%|██████▌   | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=1.410, alignment/train=0.162, uniformity/train=-2.94, contrastive_acc/train=0.820]
Epoch 0:  66%|██████▌   | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=1.370, alignment/train=0.146, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0:  66%|██████▋   | 311/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.370, alignment/train=0.146, uniformity/train=-2.95, contrastive_acc/train=0.855]
Epoch 0:  66%|██████▋   | 311/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.150, alignment/train=0.126, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0:  67%|██████▋   | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.150, alignment/train=0.126, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0:  67%|██████▋   | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.130, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.906]
Epoch 0:  67%|██████▋   | 313/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.130, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.906]
Epoch 0:  67%|██████▋   | 313/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.270, alignment/train=0.125, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0:  67%|██████▋   | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.270, alignment/train=0.125, uniformity/train=-2.97, contrastive_acc/train=0.875]
Epoch 0:  67%|██████▋   | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=1.210, alignment/train=0.120, uniformity/train=-2.99, contrastive_acc/train=0.867]
Epoch 0:  67%|██████▋   | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.210, alignment/train=0.120, uniformity/train=-2.99, contrastive_acc/train=0.867]
Epoch 0:  67%|██████▋   | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.330, alignment/train=0.159, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.330, alignment/train=0.159, uniformity/train=-3.00, contrastive_acc/train=0.820]
Epoch 0:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.210, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.859]
Epoch 0:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=1.210, alignment/train=0.140, uniformity/train=-3.05, contrastive_acc/train=0.859]
Epoch 0:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.280, alignment/train=0.136, uniformity/train=-3.00, contrastive_acc/train=0.871]
Epoch 0:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.230, alignment/train=0.120, uniformity/train=-2.96, contrastive_acc/train=0.895]
Epoch 0:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.230, alignment/train=0.120, uniformity/train=-2.96, contrastive_acc/train=0.895]
Epoch 0:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=1.150, alignment/train=0.125, uniformity/train=-2.99, contrastive_acc/train=0.918]
Epoch 0:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=1.150, alignment/train=0.125, uniformity/train=-2.99, contrastive_acc/train=0.918]
Epoch 0:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.07, contrastive_acc/train=0.902]
Epoch 0:  68%|██████▊   | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.07, contrastive_acc/train=0.902]
Epoch 0:  68%|██████▊   | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=1.220, alignment/train=0.114, uniformity/train=-2.98, contrastive_acc/train=0.891]
Epoch 0:  69%|██████▊   | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=1.220, alignment/train=0.114, uniformity/train=-2.98, contrastive_acc/train=0.891]
Epoch 0:  69%|██████▊   | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=1.150, alignment/train=0.138, uniformity/train=-3.07, contrastive_acc/train=0.895]
Epoch 0:  69%|██████▉   | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.150, alignment/train=0.138, uniformity/train=-3.07, contrastive_acc/train=0.895]
Epoch 0:  69%|██████▉   | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.250, alignment/train=0.137, uniformity/train=-2.94, contrastive_acc/train=0.883]
Epoch 0:  69%|██████▉   | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.250, alignment/train=0.137, uniformity/train=-2.94, contrastive_acc/train=0.883]
Epoch 0:  69%|██████▉   | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.100, alignment/train=0.126, uniformity/train=-3.07, contrastive_acc/train=0.879]
Epoch 0:  69%|██████▉   | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.100, alignment/train=0.126, uniformity/train=-3.07, contrastive_acc/train=0.879]
Epoch 0:  69%|██████▉   | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.140, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.891]
Epoch 0:  70%|██████▉   | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.140, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.891]
Epoch 0:  70%|██████▉   | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=1.190, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0:  70%|██████▉   | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.190, alignment/train=0.139, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0:  70%|██████▉   | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=1.210, alignment/train=0.142, uniformity/train=-3.08, contrastive_acc/train=0.871]
Epoch 0:  70%|██████▉   | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=1.210, alignment/train=0.142, uniformity/train=-3.08, contrastive_acc/train=0.871]
Epoch 0:  70%|██████▉   | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=1.130, alignment/train=0.125, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=1.130, alignment/train=0.125, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=1.170, alignment/train=0.132, uniformity/train=-3.03, contrastive_acc/train=0.906]
Epoch 0:  70%|███████   | 330/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=1.170, alignment/train=0.132, uniformity/train=-3.03, contrastive_acc/train=0.906]
Epoch 0:  70%|███████   | 330/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=1.210, alignment/train=0.152, uniformity/train=-3.09, contrastive_acc/train=0.816]
Epoch 0:  71%|███████   | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=1.210, alignment/train=0.152, uniformity/train=-3.09, contrastive_acc/train=0.816]
Epoch 0:  71%|███████   | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=1.190, alignment/train=0.145, uniformity/train=-3.06, contrastive_acc/train=0.879]
Epoch 0:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.190, alignment/train=0.145, uniformity/train=-3.06, contrastive_acc/train=0.879]
Epoch 0:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.951, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.965]
Epoch 0:  71%|███████   | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.951, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.965]
Epoch 0:  71%|███████   | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=1.140, alignment/train=0.120, uniformity/train=-3.06, contrastive_acc/train=0.906]
Epoch 0:  71%|███████   | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=1.140, alignment/train=0.120, uniformity/train=-3.06, contrastive_acc/train=0.906]
Epoch 0:  71%|███████   | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=1.120, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  71%|███████▏  | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.120, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  71%|███████▏  | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.110, uniformity/train=-3.08, contrastive_acc/train=0.934]
Epoch 0:  72%|███████▏  | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.110, uniformity/train=-3.08, contrastive_acc/train=0.934]
Epoch 0:  72%|███████▏  | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.310, alignment/train=0.137, uniformity/train=-2.99, contrastive_acc/train=0.863]
Epoch 0:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=1.310, alignment/train=0.137, uniformity/train=-2.99, contrastive_acc/train=0.863]
Epoch 0:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=1.110, alignment/train=0.118, uniformity/train=-3.03, contrastive_acc/train=0.938]
Epoch 0:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.110, alignment/train=0.118, uniformity/train=-3.03, contrastive_acc/train=0.938]
Epoch 0:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0:  72%|███████▏  | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.180, alignment/train=0.135, uniformity/train=-3.04, contrastive_acc/train=0.891]
Epoch 0:  72%|███████▏  | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=1.060, alignment/train=0.127, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.060, alignment/train=0.127, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=1.190, alignment/train=0.137, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0:  73%|███████▎  | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.190, alignment/train=0.137, uniformity/train=-3.00, contrastive_acc/train=0.875]
Epoch 0:  73%|███████▎  | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.240, alignment/train=0.148, uniformity/train=-3.06, contrastive_acc/train=0.855]
Epoch 0:  73%|███████▎  | 342/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.240, alignment/train=0.148, uniformity/train=-3.06, contrastive_acc/train=0.855]
Epoch 0:  73%|███████▎  | 342/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.119, uniformity/train=-3.04, contrastive_acc/train=0.895]
Epoch 0:  73%|███████▎  | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.119, uniformity/train=-3.04, contrastive_acc/train=0.895]
Epoch 0:  73%|███████▎  | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.240, alignment/train=0.132, uniformity/train=-3.00, contrastive_acc/train=0.844]
Epoch 0:  73%|███████▎  | 344/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.240, alignment/train=0.132, uniformity/train=-3.00, contrastive_acc/train=0.844]
Epoch 0:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=1.210, alignment/train=0.115, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0:  74%|███████▎  | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.210, alignment/train=0.115, uniformity/train=-3.02, contrastive_acc/train=0.883]
Epoch 0:  74%|███████▎  | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.290, alignment/train=0.153, uniformity/train=-3.02, contrastive_acc/train=0.891]
Epoch 0:  74%|███████▍  | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.290, alignment/train=0.153, uniformity/train=-3.02, contrastive_acc/train=0.891]
Epoch 0:  74%|███████▍  | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.180, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.895]
Epoch 0:  74%|███████▍  | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.180, alignment/train=0.134, uniformity/train=-2.99, contrastive_acc/train=0.895]
Epoch 0:  74%|███████▍  | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.124, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=1.170, alignment/train=0.129, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.170, alignment/train=0.129, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=1.230, alignment/train=0.137, uniformity/train=-3.03, contrastive_acc/train=0.887]
Epoch 0:  75%|███████▍  | 350/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=1.230, alignment/train=0.137, uniformity/train=-3.03, contrastive_acc/train=0.887]
Epoch 0:  75%|███████▍  | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=1.140, alignment/train=0.111, uniformity/train=-3.00, contrastive_acc/train=0.883]
Epoch 0:  75%|███████▍  | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.140, alignment/train=0.111, uniformity/train=-3.00, contrastive_acc/train=0.883]
Epoch 0:  75%|███████▍  | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=1.180, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0:  75%|███████▌  | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=1.180, alignment/train=0.136, uniformity/train=-3.04, contrastive_acc/train=0.883]
Epoch 0:  75%|███████▌  | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.132, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0:  75%|███████▌  | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.132, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0:  75%|███████▌  | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=1.020, alignment/train=0.108, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0:  75%|███████▌  | 354/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.020, alignment/train=0.108, uniformity/train=-3.06, contrastive_acc/train=0.926]
Epoch 0:  75%|███████▌  | 354/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.131, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0:  76%|███████▌  | 355/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.131, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0:  76%|███████▌  | 355/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.220, alignment/train=0.106, uniformity/train=-2.95, contrastive_acc/train=0.902]
Epoch 0:  76%|███████▌  | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.220, alignment/train=0.106, uniformity/train=-2.95, contrastive_acc/train=0.902]
Epoch 0:  76%|███████▌  | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.190, alignment/train=0.119, uniformity/train=-3.01, contrastive_acc/train=0.898]
Epoch 0:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.190, alignment/train=0.119, uniformity/train=-3.01, contrastive_acc/train=0.898]
Epoch 0:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.050, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  76%|███████▋  | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=1.050, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  76%|███████▋  | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=1.110, alignment/train=0.124, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0:  77%|███████▋  | 359/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.110, alignment/train=0.124, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0:  77%|███████▋  | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.112, uniformity/train=-3.02, contrastive_acc/train=0.898]
Epoch 0:  77%|███████▋  | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.150, alignment/train=0.112, uniformity/train=-3.02, contrastive_acc/train=0.898]
Epoch 0:  77%|███████▋  | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=1.160, alignment/train=0.112, uniformity/train=-2.96, contrastive_acc/train=0.910]
Epoch 0:  77%|███████▋  | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=1.160, alignment/train=0.112, uniformity/train=-2.96, contrastive_acc/train=0.910]
Epoch 0:  77%|███████▋  | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=1.110, alignment/train=0.131, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0:  77%|███████▋  | 362/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=1.110, alignment/train=0.131, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0:  77%|███████▋  | 362/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.108, uniformity/train=-3.03, contrastive_acc/train=0.918]
Epoch 0:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.108, uniformity/train=-3.03, contrastive_acc/train=0.918]
Epoch 0:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.123, uniformity/train=-3.05, contrastive_acc/train=0.902]
Epoch 0:  78%|███████▊  | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=1.070, alignment/train=0.123, uniformity/train=-3.05, contrastive_acc/train=0.902]
Epoch 0:  78%|███████▊  | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=1.150, alignment/train=0.128, uniformity/train=-3.01, contrastive_acc/train=0.902]
Epoch 0:  78%|███████▊  | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.128, uniformity/train=-3.01, contrastive_acc/train=0.902]
Epoch 0:  78%|███████▊  | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.121, uniformity/train=-3.01, contrastive_acc/train=0.910]
Epoch 0:  78%|███████▊  | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.150, alignment/train=0.121, uniformity/train=-3.01, contrastive_acc/train=0.910]
Epoch 0:  78%|███████▊  | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0:  78%|███████▊  | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0:  78%|███████▊  | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.105, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0:  78%|███████▊  | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.105, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0:  78%|███████▊  | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.100, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0:  79%|███████▊  | 369/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.100, alignment/train=0.128, uniformity/train=-3.05, contrastive_acc/train=0.875]
Epoch 0:  79%|███████▊  | 369/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.220, alignment/train=0.138, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0:  79%|███████▉  | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.220, alignment/train=0.138, uniformity/train=-3.02, contrastive_acc/train=0.871]
Epoch 0:  79%|███████▉  | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.060, alignment/train=0.142, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0:  79%|███████▉  | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=1.060, alignment/train=0.142, uniformity/train=-3.09, contrastive_acc/train=0.918]
Epoch 0:  79%|███████▉  | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=1.050, alignment/train=0.131, uniformity/train=-3.09, contrastive_acc/train=0.898]
Epoch 0:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.050, alignment/train=0.131, uniformity/train=-3.09, contrastive_acc/train=0.898]
Epoch 0:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.127, uniformity/train=-3.07, contrastive_acc/train=0.910]
Epoch 0:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.127, uniformity/train=-3.07, contrastive_acc/train=0.910]
Epoch 0:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=1.090, alignment/train=0.121, uniformity/train=-3.04, contrastive_acc/train=0.926]
Epoch 0:  80%|███████▉  | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=1.090, alignment/train=0.121, uniformity/train=-3.04, contrastive_acc/train=0.926]
Epoch 0:  80%|███████▉  | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=1.100, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0:  80%|███████▉  | 375/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=1.100, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.895]
Epoch 0:  80%|███████▉  | 375/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=1.200, alignment/train=0.0947, uniformity/train=-2.88, contrastive_acc/train=0.918]
Epoch 0:  80%|████████  | 376/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.200, alignment/train=0.0947, uniformity/train=-2.88, contrastive_acc/train=0.918]
Epoch 0:  80%|████████  | 376/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.120, alignment/train=0.114, uniformity/train=-3.02, contrastive_acc/train=0.914]
Epoch 0:  80%|████████  | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.120, alignment/train=0.114, uniformity/train=-3.02, contrastive_acc/train=0.914]
Epoch 0:  80%|████████  | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.070, alignment/train=0.109, uniformity/train=-3.06, contrastive_acc/train=0.898]
Epoch 0:  81%|████████  | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=1.070, alignment/train=0.109, uniformity/train=-3.06, contrastive_acc/train=0.898]
Epoch 0:  81%|████████  | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=1.090, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.914]
Epoch 0:  81%|████████  | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.090, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.914]
Epoch 0:  81%|████████  | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=1.080, alignment/train=0.109, uniformity/train=-3.01, contrastive_acc/train=0.922]
Epoch 0:  81%|████████  | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=1.080, alignment/train=0.109, uniformity/train=-3.01, contrastive_acc/train=0.922]
Epoch 0:  81%|████████  | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=1.190, alignment/train=0.120, uniformity/train=-3.04, contrastive_acc/train=0.875]
Epoch 0:  81%|████████  | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=1.190, alignment/train=0.120, uniformity/train=-3.04, contrastive_acc/train=0.875]
Epoch 0:  81%|████████  | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=1.100, alignment/train=0.125, uniformity/train=-3.00, contrastive_acc/train=0.891]
Epoch 0:  81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=1.100, alignment/train=0.125, uniformity/train=-3.00, contrastive_acc/train=0.891]
Epoch 0:  81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=1.060, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  82%|████████▏ | 383/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=1.060, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  82%|████████▏ | 383/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=1.120, alignment/train=0.145, uniformity/train=-3.08, contrastive_acc/train=0.855]
Epoch 0:  82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.120, alignment/train=0.145, uniformity/train=-3.08, contrastive_acc/train=0.855]
Epoch 0:  82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.130, alignment/train=0.124, uniformity/train=-3.03, contrastive_acc/train=0.883]
Epoch 0:  82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.130, alignment/train=0.124, uniformity/train=-3.03, contrastive_acc/train=0.883]
Epoch 0:  82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0:  82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0:  82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.973, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.953]
Epoch 0:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.973, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.953]
Epoch 0:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.160, alignment/train=0.126, uniformity/train=-2.98, contrastive_acc/train=0.902]
Epoch 0:  83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.160, alignment/train=0.126, uniformity/train=-2.98, contrastive_acc/train=0.902]
Epoch 0:  83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.050, alignment/train=0.0922, uniformity/train=-3.01, contrastive_acc/train=0.934]
Epoch 0:  83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.050, alignment/train=0.0922, uniformity/train=-3.01, contrastive_acc/train=0.934]
Epoch 0:  83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0:  83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.150, alignment/train=0.130, uniformity/train=-3.00, contrastive_acc/train=0.914]
Epoch 0:  83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.111, uniformity/train=-3.05, contrastive_acc/train=0.918]
Epoch 0:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.080, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0:  84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.080, alignment/train=0.119, uniformity/train=-3.06, contrastive_acc/train=0.883]
Epoch 0:  84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=1.140, alignment/train=0.141, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.140, alignment/train=0.141, uniformity/train=-3.06, contrastive_acc/train=0.891]
Epoch 0:  84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=1.000, alignment/train=0.106, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0:  84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.000, alignment/train=0.106, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0:  84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.010, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.010, alignment/train=0.119, uniformity/train=-3.05, contrastive_acc/train=0.922]
Epoch 0:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=1.070, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.11, contrastive_acc/train=0.922]
Epoch 0:  85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.11, contrastive_acc/train=0.922]
Epoch 0:  85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.991, alignment/train=0.110, uniformity/train=-3.06, contrastive_acc/train=0.938]
Epoch 0:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.991, alignment/train=0.110, uniformity/train=-3.06, contrastive_acc/train=0.938]
Epoch 0:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.040, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0:  85%|████████▌ | 399/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.040, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.918]
Epoch 0:  85%|████████▌ | 399/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.020, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.945]
Epoch 0:  85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.020, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.945]
Epoch 0:  85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.100, alignment/train=0.114, uniformity/train=-3.04, contrastive_acc/train=0.887]
Epoch 0:  86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.100, alignment/train=0.114, uniformity/train=-3.04, contrastive_acc/train=0.887]
Epoch 0:  86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=1.010, alignment/train=0.122, uniformity/train=-3.12, contrastive_acc/train=0.934]
Epoch 0:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=1.010, alignment/train=0.122, uniformity/train=-3.12, contrastive_acc/train=0.934]
Epoch 0:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.945, alignment/train=0.116, uniformity/train=-3.12, contrastive_acc/train=0.914]
Epoch 0:  86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.945, alignment/train=0.116, uniformity/train=-3.12, contrastive_acc/train=0.914]
Epoch 0:  86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=1.050, alignment/train=0.120, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=1.050, alignment/train=0.120, uniformity/train=-3.08, contrastive_acc/train=0.914]
Epoch 0:  86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.950, alignment/train=0.104, uniformity/train=-3.10, contrastive_acc/train=0.938]
Epoch 0:  86%|████████▋ | 405/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.950, alignment/train=0.104, uniformity/train=-3.10, contrastive_acc/train=0.938]
Epoch 0:  86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=1.040, alignment/train=0.111, uniformity/train=-3.09, contrastive_acc/train=0.949]
Epoch 0:  87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=1.040, alignment/train=0.111, uniformity/train=-3.09, contrastive_acc/train=0.949]
Epoch 0:  87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=1.110, alignment/train=0.134, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=1.110, alignment/train=0.134, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.976, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.949]
Epoch 0:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.976, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.949]
Epoch 0:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=1.110, alignment/train=0.129, uniformity/train=-3.08, contrastive_acc/train=0.898]
Epoch 0:  87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.110, alignment/train=0.129, uniformity/train=-3.08, contrastive_acc/train=0.898]
Epoch 0:  87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.030, alignment/train=0.123, uniformity/train=-3.11, contrastive_acc/train=0.906]
Epoch 0:  87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.030, alignment/train=0.123, uniformity/train=-3.11, contrastive_acc/train=0.906]
Epoch 0:  87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.030, alignment/train=0.121, uniformity/train=-3.07, contrastive_acc/train=0.914]
Epoch 0:  88%|████████▊ | 411/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.030, alignment/train=0.121, uniformity/train=-3.07, contrastive_acc/train=0.914]
Epoch 0:  88%|████████▊ | 411/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=1.050, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0:  88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.050, alignment/train=0.112, uniformity/train=-3.08, contrastive_acc/train=0.906]
Epoch 0:  88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.977, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.949]
Epoch 0:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.977, alignment/train=0.103, uniformity/train=-3.06, contrastive_acc/train=0.949]
Epoch 0:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.961, alignment/train=0.114, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.961, alignment/train=0.114, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=1.060, alignment/train=0.116, uniformity/train=-3.04, contrastive_acc/train=0.938]
Epoch 0:  88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.060, alignment/train=0.116, uniformity/train=-3.04, contrastive_acc/train=0.938]
Epoch 0:  88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=1.000, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.938]
Epoch 0:  89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=1.000, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.938]
Epoch 0:  89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.888, alignment/train=0.112, uniformity/train=-3.15, contrastive_acc/train=0.930]
Epoch 0:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.888, alignment/train=0.112, uniformity/train=-3.15, contrastive_acc/train=0.930]
Epoch 0:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=1.170, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.898]
Epoch 0:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=1.170, alignment/train=0.131, uniformity/train=-3.07, contrastive_acc/train=0.898]
Epoch 0:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.993, alignment/train=0.125, uniformity/train=-3.09, contrastive_acc/train=0.906]
Epoch 0:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.993, alignment/train=0.125, uniformity/train=-3.09, contrastive_acc/train=0.906]
Epoch 0:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.983, alignment/train=0.140, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0:  90%|████████▉ | 420/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.983, alignment/train=0.140, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0:  90%|████████▉ | 420/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=1.070, alignment/train=0.145, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0:  90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=1.070, alignment/train=0.145, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0:  90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.937, alignment/train=0.110, uniformity/train=-3.12, contrastive_acc/train=0.945]
Epoch 0:  90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.937, alignment/train=0.110, uniformity/train=-3.12, contrastive_acc/train=0.945]
Epoch 0:  90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=1.010, alignment/train=0.108, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=1.010, alignment/train=0.108, uniformity/train=-3.04, contrastive_acc/train=0.941]
Epoch 0:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.918, alignment/train=0.0991, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.918, alignment/train=0.0991, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.978, alignment/train=0.118, uniformity/train=-3.09, contrastive_acc/train=0.922]
Epoch 0:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=1.030, alignment/train=0.113, uniformity/train=-3.09, contrastive_acc/train=0.926]
Epoch 0:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=1.030, alignment/train=0.113, uniformity/train=-3.09, contrastive_acc/train=0.926]
Epoch 0:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=1.050, alignment/train=0.129, uniformity/train=-3.09, contrastive_acc/train=0.941]
Epoch 0:  91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=1.050, alignment/train=0.129, uniformity/train=-3.09, contrastive_acc/train=0.941]
Epoch 0:  91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=1.050, alignment/train=0.123, uniformity/train=-3.06, contrastive_acc/train=0.922]
Epoch 0:  91%|█████████▏| 428/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=1.050, alignment/train=0.123, uniformity/train=-3.06, contrastive_acc/train=0.922]
Epoch 0:  91%|█████████▏| 428/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=1.040, alignment/train=0.124, uniformity/train=-3.12, contrastive_acc/train=0.895]
Epoch 0:  91%|█████████▏| 429/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=1.040, alignment/train=0.124, uniformity/train=-3.12, contrastive_acc/train=0.895]
Epoch 0:  91%|█████████▏| 429/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=1.060, alignment/train=0.140, uniformity/train=-3.09, contrastive_acc/train=0.895]
Epoch 0:  92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=1.060, alignment/train=0.140, uniformity/train=-3.09, contrastive_acc/train=0.895]
Epoch 0:  92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.986, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.922]
Epoch 0:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.986, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.922]
Epoch 0:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.974, alignment/train=0.134, uniformity/train=-3.15, contrastive_acc/train=0.922]
Epoch 0:  92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.974, alignment/train=0.134, uniformity/train=-3.15, contrastive_acc/train=0.922]
Epoch 0:  92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=1.170, alignment/train=0.145, uniformity/train=-2.98, contrastive_acc/train=0.895]
Epoch 0:  92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=1.170, alignment/train=0.145, uniformity/train=-2.98, contrastive_acc/train=0.895]
Epoch 0:  92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.923, alignment/train=0.0923, uniformity/train=-3.12, contrastive_acc/train=0.926]
Epoch 0:  93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.923, alignment/train=0.0923, uniformity/train=-3.12, contrastive_acc/train=0.926]
Epoch 0:  93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.943, alignment/train=0.110, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0:  93%|█████████▎| 435/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.943, alignment/train=0.110, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0:  93%|█████████▎| 435/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.07, contrastive_acc/train=0.930]
Epoch 0:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=1.030, alignment/train=0.111, uniformity/train=-3.07, contrastive_acc/train=0.930]
Epoch 0:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.928, alignment/train=0.110, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0:  93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.928, alignment/train=0.110, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0:  93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.856, alignment/train=0.0948, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0:  93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.856, alignment/train=0.0948, uniformity/train=-3.14, contrastive_acc/train=0.941]
Epoch 0:  93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.934, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.934]
Epoch 0:  94%|█████████▎| 439/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.934, alignment/train=0.103, uniformity/train=-3.10, contrastive_acc/train=0.934]
Epoch 0:  94%|█████████▎| 439/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.970, alignment/train=0.117, uniformity/train=-3.12, contrastive_acc/train=0.906]
Epoch 0:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.970, alignment/train=0.117, uniformity/train=-3.12, contrastive_acc/train=0.906]
Epoch 0:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.997, alignment/train=0.131, uniformity/train=-3.13, contrastive_acc/train=0.930]
Epoch 0:  94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.997, alignment/train=0.131, uniformity/train=-3.13, contrastive_acc/train=0.930]
Epoch 0:  94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.991, alignment/train=0.112, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0:  94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.991, alignment/train=0.112, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0:  94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.972, alignment/train=0.124, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0:  94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.972, alignment/train=0.124, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0:  94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.953, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0:  95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.953, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.945]
Epoch 0:  95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.14, contrastive_acc/train=0.949]
Epoch 0:  95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.14, contrastive_acc/train=0.949]
Epoch 0:  95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.963, alignment/train=0.115, uniformity/train=-3.12, contrastive_acc/train=0.941]
Epoch 0:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.963, alignment/train=0.115, uniformity/train=-3.12, contrastive_acc/train=0.941]
Epoch 0:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.920, alignment/train=0.115, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0:  95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.920, alignment/train=0.115, uniformity/train=-3.13, contrastive_acc/train=0.938]
Epoch 0:  95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=1.040, alignment/train=0.140, uniformity/train=-3.08, contrastive_acc/train=0.883]
Epoch 0:  96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=1.040, alignment/train=0.140, uniformity/train=-3.08, contrastive_acc/train=0.883]
Epoch 0:  96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0:  96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0:  96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.934, alignment/train=0.125, uniformity/train=-3.15, contrastive_acc/train=0.934]
Epoch 0:  96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.934, alignment/train=0.125, uniformity/train=-3.15, contrastive_acc/train=0.934]
Epoch 0:  96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=1.000, alignment/train=0.112, uniformity/train=-3.07, contrastive_acc/train=0.934]
Epoch 0:  96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=1.000, alignment/train=0.112, uniformity/train=-3.07, contrastive_acc/train=0.934]
Epoch 0:  96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.918]
Epoch 0:  96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=1.010, alignment/train=0.118, uniformity/train=-3.08, contrastive_acc/train=0.918]
Epoch 0:  96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.915, alignment/train=0.124, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0:  97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.915, alignment/train=0.124, uniformity/train=-3.09, contrastive_acc/train=0.938]
Epoch 0:  97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.917, alignment/train=0.104, uniformity/train=-3.11, contrastive_acc/train=0.926]
Epoch 0:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.917, alignment/train=0.104, uniformity/train=-3.11, contrastive_acc/train=0.926]
Epoch 0:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.976, alignment/train=0.120, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0:  97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.976, alignment/train=0.120, uniformity/train=-3.13, contrastive_acc/train=0.910]
Epoch 0:  97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=1.020, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.891]
Epoch 0:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=1.020, alignment/train=0.129, uniformity/train=-3.12, contrastive_acc/train=0.891]
Epoch 0:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=1.100, alignment/train=0.117, uniformity/train=-3.05, contrastive_acc/train=0.910]
Epoch 0:  97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=1.100, alignment/train=0.117, uniformity/train=-3.05, contrastive_acc/train=0.910]
Epoch 0:  97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.991, alignment/train=0.131, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.991, alignment/train=0.131, uniformity/train=-3.12, contrastive_acc/train=0.918]
Epoch 0:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.824, alignment/train=0.103, uniformity/train=-3.17, contrastive_acc/train=0.930]
Epoch 0:  98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.824, alignment/train=0.103, uniformity/train=-3.17, contrastive_acc/train=0.930]
Epoch 0:  98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.832, alignment/train=0.105, uniformity/train=-3.17, contrastive_acc/train=0.965]
Epoch 0:  98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.832, alignment/train=0.105, uniformity/train=-3.17, contrastive_acc/train=0.965]
Epoch 0:  98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.999, alignment/train=0.129, uniformity/train=-3.04, contrastive_acc/train=0.918]
Epoch 0:  98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.999, alignment/train=0.129, uniformity/train=-3.04, contrastive_acc/train=0.918]
Epoch 0:  98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.891, alignment/train=0.107, uniformity/train=-3.13, contrastive_acc/train=0.949]
Epoch 0:  99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.891, alignment/train=0.107, uniformity/train=-3.13, contrastive_acc/train=0.949]
Epoch 0:  99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.957, alignment/train=0.110, uniformity/train=-3.09, contrastive_acc/train=0.934]
Epoch 0:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.957, alignment/train=0.110, uniformity/train=-3.09, contrastive_acc/train=0.934]
Epoch 0:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=1.040, alignment/train=0.133, uniformity/train=-3.08, contrastive_acc/train=0.910]
Epoch 0:  99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=1.040, alignment/train=0.133, uniformity/train=-3.08, contrastive_acc/train=0.910]
Epoch 0:  99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.886, alignment/train=0.120, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0:  99%|█████████▉| 465/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.886, alignment/train=0.120, uniformity/train=-3.16, contrastive_acc/train=0.938]
Epoch 0:  99%|█████████▉| 465/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=1.060, alignment/train=0.135, uniformity/train=-3.07, contrastive_acc/train=0.926]
Epoch 0:  99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=1.060, alignment/train=0.135, uniformity/train=-3.07, contrastive_acc/train=0.926]
Epoch 0:  99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.907, alignment/train=0.106, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.907, alignment/train=0.106, uniformity/train=-3.11, contrastive_acc/train=0.930]
Epoch 0: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.859, alignment/train=0.118, uniformity/train=-3.18, contrastive_acc/train=0.949]
Epoch 0: 100%|█████████▉| 468/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.859, alignment/train=0.118, uniformity/train=-3.18, contrastive_acc/train=0.949]
Epoch 0: 100%|█████████▉| 468/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.871, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.965]
Epoch 0: 100%|██████████| 469/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.871, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.965]
Epoch 0: 100%|██████████| 469/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917]

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Epoch 0: 100%|██████████| 469/469 [00:48<00:00,  9.70it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
Epoch 0: 100%|██████████| 469/469 [00:48<00:00,  9.70it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
Epoch 0:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
Epoch 1:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
Epoch 1:   0%|          | 1/469 [00:01<10:37,  0.73it/s, v_num=9, loss/train=0.796, alignment/train=0.128, uniformity/train=-3.14, contrastive_acc/train=0.917, loss/val=1.300]
Epoch 1:   0%|          | 1/469 [00:01<10:37,  0.73it/s, v_num=9, loss/train=0.960, alignment/train=0.136, uniformity/train=-3.13, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   0%|          | 2/469 [00:01<06:53,  1.13it/s, v_num=9, loss/train=0.960, alignment/train=0.136, uniformity/train=-3.13, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   0%|          | 2/469 [00:01<06:53,  1.13it/s, v_num=9, loss/train=0.971, alignment/train=0.132, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:   1%|          | 3/469 [00:01<04:47,  1.62it/s, v_num=9, loss/train=0.971, alignment/train=0.132, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:   1%|          | 3/469 [00:01<04:47,  1.62it/s, v_num=9, loss/train=0.923, alignment/train=0.126, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   1%|          | 4/469 [00:01<03:44,  2.07it/s, v_num=9, loss/train=0.923, alignment/train=0.126, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   1%|          | 4/469 [00:01<03:44,  2.07it/s, v_num=9, loss/train=0.887, alignment/train=0.108, uniformity/train=-3.12, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:   1%|          | 5/469 [00:02<03:07,  2.47it/s, v_num=9, loss/train=0.887, alignment/train=0.108, uniformity/train=-3.12, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:   1%|          | 5/469 [00:02<03:07,  2.47it/s, v_num=9, loss/train=0.935, alignment/train=0.133, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   1%|▏         | 6/469 [00:02<02:43,  2.83it/s, v_num=9, loss/train=0.935, alignment/train=0.133, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   1%|▏         | 6/469 [00:02<02:43,  2.83it/s, v_num=9, loss/train=0.875, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:   1%|▏         | 7/469 [00:02<02:23,  3.22it/s, v_num=9, loss/train=0.875, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:   1%|▏         | 7/469 [00:02<02:23,  3.21it/s, v_num=9, loss/train=0.983, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:   2%|▏         | 8/469 [00:02<02:11,  3.50it/s, v_num=9, loss/train=0.983, alignment/train=0.122, uniformity/train=-3.08, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:   2%|▏         | 8/469 [00:02<02:11,  3.50it/s, v_num=9, loss/train=0.914, alignment/train=0.121, uniformity/train=-3.12, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:   2%|▏         | 9/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.914, alignment/train=0.121, uniformity/train=-3.12, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:   2%|▏         | 9/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.923, alignment/train=0.115, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   2%|▏         | 10/469 [00:02<01:54,  4.01it/s, v_num=9, loss/train=0.923, alignment/train=0.115, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   2%|▏         | 10/469 [00:02<01:54,  4.00it/s, v_num=9, loss/train=0.971, alignment/train=0.125, uniformity/train=-3.07, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:   2%|▏         | 11/469 [00:02<01:46,  4.30it/s, v_num=9, loss/train=0.971, alignment/train=0.125, uniformity/train=-3.07, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:   2%|▏         | 11/469 [00:02<01:46,  4.30it/s, v_num=9, loss/train=0.948, alignment/train=0.115, uniformity/train=-3.06, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:   3%|▎         | 12/469 [00:02<01:42,  4.44it/s, v_num=9, loss/train=0.948, alignment/train=0.115, uniformity/train=-3.06, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:   3%|▎         | 12/469 [00:02<01:42,  4.44it/s, v_num=9, loss/train=0.955, alignment/train=0.113, uniformity/train=-3.12, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   3%|▎         | 13/469 [00:02<01:36,  4.71it/s, v_num=9, loss/train=0.955, alignment/train=0.113, uniformity/train=-3.12, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   3%|▎         | 13/469 [00:02<01:36,  4.71it/s, v_num=9, loss/train=1.030, alignment/train=0.134, uniformity/train=-3.07, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:   3%|▎         | 14/469 [00:02<01:32,  4.90it/s, v_num=9, loss/train=1.030, alignment/train=0.134, uniformity/train=-3.07, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:   3%|▎         | 14/469 [00:02<01:32,  4.90it/s, v_num=9, loss/train=1.050, alignment/train=0.117, uniformity/train=-3.00, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1:   3%|▎         | 15/469 [00:02<01:29,  5.07it/s, v_num=9, loss/train=1.050, alignment/train=0.117, uniformity/train=-3.00, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1:   3%|▎         | 15/469 [00:02<01:29,  5.07it/s, v_num=9, loss/train=0.933, alignment/train=0.123, uniformity/train=-3.10, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:   3%|▎         | 16/469 [00:03<01:25,  5.31it/s, v_num=9, loss/train=0.933, alignment/train=0.123, uniformity/train=-3.10, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:   3%|▎         | 16/469 [00:03<01:25,  5.31it/s, v_num=9, loss/train=0.988, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:   4%|▎         | 17/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=0.988, alignment/train=0.114, uniformity/train=-3.08, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:   4%|▎         | 17/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=1.010, alignment/train=0.113, uniformity/train=-2.99, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:   4%|▍         | 18/469 [00:03<01:19,  5.64it/s, v_num=9, loss/train=1.010, alignment/train=0.113, uniformity/train=-2.99, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:   4%|▍         | 18/469 [00:03<01:20,  5.64it/s, v_num=9, loss/train=0.985, alignment/train=0.127, uniformity/train=-3.08, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   4%|▍         | 19/469 [00:03<01:18,  5.73it/s, v_num=9, loss/train=0.985, alignment/train=0.127, uniformity/train=-3.08, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   4%|▍         | 19/469 [00:03<01:18,  5.73it/s, v_num=9, loss/train=0.953, alignment/train=0.121, uniformity/train=-3.13, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:   4%|▍         | 20/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.953, alignment/train=0.121, uniformity/train=-3.13, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:   4%|▍         | 20/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.884, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:   4%|▍         | 21/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.884, alignment/train=0.115, uniformity/train=-3.10, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:   4%|▍         | 21/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.945, alignment/train=0.118, uniformity/train=-3.07, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:   5%|▍         | 22/469 [00:03<01:12,  6.18it/s, v_num=9, loss/train=0.945, alignment/train=0.118, uniformity/train=-3.07, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:   5%|▍         | 22/469 [00:03<01:12,  6.18it/s, v_num=9, loss/train=0.996, alignment/train=0.0994, uniformity/train=-3.07, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.996, alignment/train=0.0994, uniformity/train=-3.07, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:   5%|▍         | 23/469 [00:03<01:10,  6.31it/s, v_num=9, loss/train=0.868, alignment/train=0.127, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:   5%|▌         | 24/469 [00:03<01:09,  6.44it/s, v_num=9, loss/train=0.868, alignment/train=0.127, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:   5%|▌         | 24/469 [00:03<01:09,  6.44it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.15, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:   5%|▌         | 25/469 [00:03<01:08,  6.50it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.15, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:   5%|▌         | 25/469 [00:03<01:08,  6.50it/s, v_num=9, loss/train=0.909, alignment/train=0.113, uniformity/train=-3.13, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:   6%|▌         | 26/469 [00:03<01:07,  6.57it/s, v_num=9, loss/train=0.909, alignment/train=0.113, uniformity/train=-3.13, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:   6%|▌         | 26/469 [00:03<01:07,  6.57it/s, v_num=9, loss/train=0.962, alignment/train=0.138, uniformity/train=-3.11, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   6%|▌         | 27/469 [00:04<01:05,  6.73it/s, v_num=9, loss/train=0.962, alignment/train=0.138, uniformity/train=-3.11, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   6%|▌         | 27/469 [00:04<01:05,  6.73it/s, v_num=9, loss/train=0.761, alignment/train=0.113, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:   6%|▌         | 28/469 [00:04<01:04,  6.88it/s, v_num=9, loss/train=0.761, alignment/train=0.113, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:   6%|▌         | 28/469 [00:04<01:04,  6.87it/s, v_num=9, loss/train=0.907, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:   6%|▌         | 29/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.907, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:   6%|▌         | 29/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.852, alignment/train=0.122, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:   6%|▋         | 30/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.852, alignment/train=0.122, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:   6%|▋         | 30/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=1.010, alignment/train=0.123, uniformity/train=-3.07, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:   7%|▋         | 31/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=1.010, alignment/train=0.123, uniformity/train=-3.07, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:   7%|▋         | 31/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.848, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:   7%|▋         | 32/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.848, alignment/train=0.115, uniformity/train=-3.15, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:   7%|▋         | 32/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.887, alignment/train=0.105, uniformity/train=-3.12, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:   7%|▋         | 33/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.887, alignment/train=0.105, uniformity/train=-3.12, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:   7%|▋         | 33/469 [00:04<01:00,  7.18it/s, v_num=9, loss/train=0.783, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:   7%|▋         | 34/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.783, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:   7%|▋         | 34/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.842, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   7%|▋         | 35/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.842, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:   7%|▋         | 35/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.864, alignment/train=0.123, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:   8%|▊         | 36/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.864, alignment/train=0.123, uniformity/train=-3.15, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:   8%|▊         | 36/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.889, alignment/train=0.111, uniformity/train=-3.16, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:   8%|▊         | 37/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.889, alignment/train=0.111, uniformity/train=-3.16, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:   8%|▊         | 37/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.851, alignment/train=0.121, uniformity/train=-3.16, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:   8%|▊         | 38/469 [00:05<00:57,  7.51it/s, v_num=9, loss/train=0.851, alignment/train=0.121, uniformity/train=-3.16, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:   8%|▊         | 38/469 [00:05<00:57,  7.51it/s, v_num=9, loss/train=0.846, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:   8%|▊         | 39/469 [00:05<00:56,  7.62it/s, v_num=9, loss/train=0.846, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:   8%|▊         | 39/469 [00:05<00:56,  7.62it/s, v_num=9, loss/train=0.822, alignment/train=0.116, uniformity/train=-3.22, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   9%|▊         | 40/469 [00:05<00:55,  7.73it/s, v_num=9, loss/train=0.822, alignment/train=0.116, uniformity/train=-3.22, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   9%|▊         | 40/469 [00:05<00:55,  7.73it/s, v_num=9, loss/train=0.923, alignment/train=0.133, uniformity/train=-3.15, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:   9%|▊         | 41/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.923, alignment/train=0.133, uniformity/train=-3.15, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:   9%|▊         | 41/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.810, alignment/train=0.131, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.810, alignment/train=0.131, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.921, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   9%|▉         | 43/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.921, alignment/train=0.125, uniformity/train=-3.13, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:   9%|▉         | 43/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.859, alignment/train=0.138, uniformity/train=-3.18, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:   9%|▉         | 44/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.859, alignment/train=0.138, uniformity/train=-3.18, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:   9%|▉         | 44/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  10%|▉         | 45/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  10%|▉         | 45/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.845, alignment/train=0.115, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  10%|▉         | 46/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.845, alignment/train=0.115, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  10%|▉         | 46/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.963, alignment/train=0.130, uniformity/train=-3.13, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1:  10%|█         | 47/469 [00:05<00:52,  8.02it/s, v_num=9, loss/train=0.963, alignment/train=0.130, uniformity/train=-3.13, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1:  10%|█         | 47/469 [00:05<00:52,  8.02it/s, v_num=9, loss/train=0.863, alignment/train=0.137, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  10%|█         | 48/469 [00:05<00:51,  8.10it/s, v_num=9, loss/train=0.863, alignment/train=0.137, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  10%|█         | 48/469 [00:05<00:51,  8.10it/s, v_num=9, loss/train=0.946, alignment/train=0.139, uniformity/train=-3.18, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  10%|█         | 49/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.946, alignment/train=0.139, uniformity/train=-3.18, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  10%|█         | 49/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.769, alignment/train=0.121, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  11%|█         | 50/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.769, alignment/train=0.121, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  11%|█         | 50/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.895, alignment/train=0.106, uniformity/train=-3.10, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  11%|█         | 51/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.895, alignment/train=0.106, uniformity/train=-3.10, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  11%|█         | 51/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.860, alignment/train=0.119, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  11%|█         | 52/469 [00:06<00:50,  8.24it/s, v_num=9, loss/train=0.860, alignment/train=0.119, uniformity/train=-3.14, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  11%|█         | 52/469 [00:06<00:50,  8.24it/s, v_num=9, loss/train=0.755, alignment/train=0.106, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  11%|█▏        | 53/469 [00:06<00:50,  8.30it/s, v_num=9, loss/train=0.755, alignment/train=0.106, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  11%|█▏        | 53/469 [00:06<00:50,  8.30it/s, v_num=9, loss/train=0.856, alignment/train=0.140, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  12%|█▏        | 54/469 [00:06<00:49,  8.35it/s, v_num=9, loss/train=0.856, alignment/train=0.140, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  12%|█▏        | 54/469 [00:06<00:49,  8.35it/s, v_num=9, loss/train=0.893, alignment/train=0.131, uniformity/train=-3.16, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  12%|█▏        | 55/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.893, alignment/train=0.131, uniformity/train=-3.16, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  12%|█▏        | 55/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.871, alignment/train=0.116, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  12%|█▏        | 56/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.871, alignment/train=0.116, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  12%|█▏        | 56/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.819, alignment/train=0.105, uniformity/train=-3.18, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  12%|█▏        | 57/469 [00:06<00:48,  8.49it/s, v_num=9, loss/train=0.819, alignment/train=0.105, uniformity/train=-3.18, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  12%|█▏        | 57/469 [00:06<00:48,  8.49it/s, v_num=9, loss/train=0.853, alignment/train=0.130, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  12%|█▏        | 58/469 [00:06<00:48,  8.49it/s, v_num=9, loss/train=0.853, alignment/train=0.130, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  12%|█▏        | 58/469 [00:06<00:48,  8.49it/s, v_num=9, loss/train=0.833, alignment/train=0.130, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  13%|█▎        | 59/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.833, alignment/train=0.130, uniformity/train=-3.19, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  13%|█▎        | 59/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.884, alignment/train=0.112, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  13%|█▎        | 60/469 [00:06<00:47,  8.59it/s, v_num=9, loss/train=0.884, alignment/train=0.112, uniformity/train=-3.16, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  13%|█▎        | 60/469 [00:06<00:47,  8.59it/s, v_num=9, loss/train=0.862, alignment/train=0.122, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  13%|█▎        | 61/469 [00:07<00:47,  8.60it/s, v_num=9, loss/train=0.862, alignment/train=0.122, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  13%|█▎        | 61/469 [00:07<00:47,  8.60it/s, v_num=9, loss/train=0.815, alignment/train=0.137, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  13%|█▎        | 62/469 [00:07<00:47,  8.61it/s, v_num=9, loss/train=0.815, alignment/train=0.137, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  13%|█▎        | 62/469 [00:07<00:47,  8.61it/s, v_num=9, loss/train=0.786, alignment/train=0.109, uniformity/train=-3.20, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  13%|█▎        | 63/469 [00:07<00:46,  8.65it/s, v_num=9, loss/train=0.786, alignment/train=0.109, uniformity/train=-3.20, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  13%|█▎        | 63/469 [00:07<00:46,  8.65it/s, v_num=9, loss/train=0.844, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  14%|█▎        | 64/469 [00:07<00:46,  8.66it/s, v_num=9, loss/train=0.844, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  14%|█▎        | 64/469 [00:07<00:46,  8.66it/s, v_num=9, loss/train=0.884, alignment/train=0.141, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  14%|█▍        | 65/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.884, alignment/train=0.141, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  14%|█▍        | 65/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.830, alignment/train=0.119, uniformity/train=-3.17, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  14%|█▍        | 66/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.830, alignment/train=0.119, uniformity/train=-3.17, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  14%|█▍        | 66/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.806, alignment/train=0.108, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  14%|█▍        | 67/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.806, alignment/train=0.108, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  14%|█▍        | 67/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.785, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  14%|█▍        | 68/469 [00:07<00:45,  8.75it/s, v_num=9, loss/train=0.785, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  14%|█▍        | 68/469 [00:07<00:45,  8.75it/s, v_num=9, loss/train=0.898, alignment/train=0.136, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  15%|█▍        | 69/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.898, alignment/train=0.136, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  15%|█▍        | 69/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.896, alignment/train=0.144, uniformity/train=-3.22, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  15%|█▍        | 70/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.896, alignment/train=0.144, uniformity/train=-3.22, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  15%|█▍        | 70/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.787, alignment/train=0.108, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  15%|█▌        | 71/469 [00:08<00:44,  8.87it/s, v_num=9, loss/train=0.787, alignment/train=0.108, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  15%|█▌        | 71/469 [00:08<00:44,  8.87it/s, v_num=9, loss/train=0.825, alignment/train=0.107, uniformity/train=-3.16, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  15%|█▌        | 72/469 [00:08<00:44,  8.90it/s, v_num=9, loss/train=0.825, alignment/train=0.107, uniformity/train=-3.16, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  15%|█▌        | 72/469 [00:08<00:44,  8.90it/s, v_num=9, loss/train=0.813, alignment/train=0.103, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  16%|█▌        | 73/469 [00:08<00:44,  8.92it/s, v_num=9, loss/train=0.813, alignment/train=0.103, uniformity/train=-3.16, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  16%|█▌        | 73/469 [00:08<00:44,  8.92it/s, v_num=9, loss/train=0.773, alignment/train=0.106, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  16%|█▌        | 74/469 [00:08<00:44,  8.92it/s, v_num=9, loss/train=0.773, alignment/train=0.106, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  16%|█▌        | 74/469 [00:08<00:44,  8.92it/s, v_num=9, loss/train=0.865, alignment/train=0.114, uniformity/train=-3.17, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  16%|█▌        | 75/469 [00:08<00:43,  8.96it/s, v_num=9, loss/train=0.865, alignment/train=0.114, uniformity/train=-3.17, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  16%|█▌        | 75/469 [00:08<00:43,  8.96it/s, v_num=9, loss/train=0.784, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  16%|█▌        | 76/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.784, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  16%|█▌        | 76/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.868, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  16%|█▋        | 77/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.868, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  16%|█▋        | 77/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.871, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  17%|█▋        | 78/469 [00:08<00:43,  9.00it/s, v_num=9, loss/train=0.871, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  17%|█▋        | 78/469 [00:08<00:43,  9.00it/s, v_num=9, loss/train=0.773, alignment/train=0.133, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  17%|█▋        | 79/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.773, alignment/train=0.133, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  17%|█▋        | 79/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.823, alignment/train=0.102, uniformity/train=-3.14, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  17%|█▋        | 80/469 [00:08<00:42,  9.08it/s, v_num=9, loss/train=0.823, alignment/train=0.102, uniformity/train=-3.14, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  17%|█▋        | 80/469 [00:08<00:42,  9.08it/s, v_num=9, loss/train=0.728, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  17%|█▋        | 81/469 [00:08<00:42,  9.08it/s, v_num=9, loss/train=0.728, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  17%|█▋        | 81/469 [00:08<00:42,  9.08it/s, v_num=9, loss/train=0.871, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  17%|█▋        | 82/469 [00:08<00:42,  9.13it/s, v_num=9, loss/train=0.871, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  17%|█▋        | 82/469 [00:08<00:42,  9.13it/s, v_num=9, loss/train=0.716, alignment/train=0.104, uniformity/train=-3.21, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  18%|█▊        | 83/469 [00:09<00:42,  9.18it/s, v_num=9, loss/train=0.716, alignment/train=0.104, uniformity/train=-3.21, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  18%|█▊        | 83/469 [00:09<00:42,  9.18it/s, v_num=9, loss/train=0.863, alignment/train=0.145, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  18%|█▊        | 84/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.863, alignment/train=0.145, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  18%|█▊        | 84/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.872, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  18%|█▊        | 85/469 [00:09<00:42,  9.14it/s, v_num=9, loss/train=0.872, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  18%|█▊        | 85/469 [00:09<00:42,  9.14it/s, v_num=9, loss/train=0.911, alignment/train=0.140, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  18%|█▊        | 86/469 [00:09<00:41,  9.17it/s, v_num=9, loss/train=0.911, alignment/train=0.140, uniformity/train=-3.19, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  18%|█▊        | 86/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.830, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  19%|█▊        | 87/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.830, alignment/train=0.114, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  19%|█▊        | 87/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.839, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  19%|█▉        | 88/469 [00:09<00:41,  9.24it/s, v_num=9, loss/train=0.839, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  19%|█▉        | 88/469 [00:09<00:41,  9.24it/s, v_num=9, loss/train=0.868, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  19%|█▉        | 89/469 [00:09<00:40,  9.27it/s, v_num=9, loss/train=0.868, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  19%|█▉        | 89/469 [00:09<00:40,  9.27it/s, v_num=9, loss/train=0.766, alignment/train=0.108, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  19%|█▉        | 90/469 [00:09<00:40,  9.25it/s, v_num=9, loss/train=0.766, alignment/train=0.108, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  19%|█▉        | 90/469 [00:09<00:40,  9.25it/s, v_num=9, loss/train=0.849, alignment/train=0.131, uniformity/train=-3.19, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:  19%|█▉        | 91/469 [00:09<00:40,  9.27it/s, v_num=9, loss/train=0.849, alignment/train=0.131, uniformity/train=-3.19, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:  19%|█▉        | 91/469 [00:09<00:40,  9.27it/s, v_num=9, loss/train=0.824, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  20%|█▉        | 92/469 [00:09<00:40,  9.31it/s, v_num=9, loss/train=0.824, alignment/train=0.131, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  20%|█▉        | 92/469 [00:09<00:40,  9.31it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.19, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  20%|█▉        | 93/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.901, alignment/train=0.127, uniformity/train=-3.19, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  20%|█▉        | 93/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.875, alignment/train=0.139, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  20%|██        | 94/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.875, alignment/train=0.139, uniformity/train=-3.21, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  20%|██        | 94/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.788, alignment/train=0.120, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  20%|██        | 95/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.788, alignment/train=0.120, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  20%|██        | 95/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.800, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  20%|██        | 96/469 [00:10<00:39,  9.37it/s, v_num=9, loss/train=0.800, alignment/train=0.104, uniformity/train=-3.17, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  20%|██        | 96/469 [00:10<00:39,  9.37it/s, v_num=9, loss/train=0.832, alignment/train=0.128, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  21%|██        | 97/469 [00:10<00:39,  9.34it/s, v_num=9, loss/train=0.832, alignment/train=0.128, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  21%|██        | 97/469 [00:10<00:39,  9.34it/s, v_num=9, loss/train=0.845, alignment/train=0.128, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  21%|██        | 98/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.845, alignment/train=0.128, uniformity/train=-3.18, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  21%|██        | 98/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.806, alignment/train=0.114, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  21%|██        | 99/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.806, alignment/train=0.114, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  21%|██        | 99/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.874, alignment/train=0.151, uniformity/train=-3.21, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  21%|██▏       | 100/469 [00:10<00:39,  9.38it/s, v_num=9, loss/train=0.874, alignment/train=0.151, uniformity/train=-3.21, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  21%|██▏       | 100/469 [00:10<00:39,  9.38it/s, v_num=9, loss/train=0.741, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  22%|██▏       | 101/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.741, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  22%|██▏       | 101/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.822, alignment/train=0.109, uniformity/train=-3.17, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  22%|██▏       | 102/469 [00:10<00:38,  9.45it/s, v_num=9, loss/train=0.822, alignment/train=0.109, uniformity/train=-3.17, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  22%|██▏       | 102/469 [00:10<00:38,  9.45it/s, v_num=9, loss/train=0.822, alignment/train=0.115, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  22%|██▏       | 103/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.822, alignment/train=0.115, uniformity/train=-3.20, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  22%|██▏       | 103/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.806, alignment/train=0.131, uniformity/train=-3.24, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  22%|██▏       | 104/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.806, alignment/train=0.131, uniformity/train=-3.24, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  22%|██▏       | 104/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.810, alignment/train=0.145, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  22%|██▏       | 105/469 [00:11<00:38,  9.46it/s, v_num=9, loss/train=0.810, alignment/train=0.145, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  22%|██▏       | 105/469 [00:11<00:38,  9.45it/s, v_num=9, loss/train=0.876, alignment/train=0.125, uniformity/train=-3.22, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:  23%|██▎       | 106/469 [00:11<00:38,  9.48it/s, v_num=9, loss/train=0.876, alignment/train=0.125, uniformity/train=-3.22, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:  23%|██▎       | 106/469 [00:11<00:38,  9.48it/s, v_num=9, loss/train=0.865, alignment/train=0.121, uniformity/train=-3.17, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  23%|██▎       | 107/469 [00:11<00:38,  9.51it/s, v_num=9, loss/train=0.865, alignment/train=0.121, uniformity/train=-3.17, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  23%|██▎       | 107/469 [00:11<00:38,  9.51it/s, v_num=9, loss/train=0.869, alignment/train=0.146, uniformity/train=-3.24, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  23%|██▎       | 108/469 [00:11<00:37,  9.51it/s, v_num=9, loss/train=0.869, alignment/train=0.146, uniformity/train=-3.24, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  23%|██▎       | 108/469 [00:11<00:37,  9.51it/s, v_num=9, loss/train=0.875, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1:  23%|██▎       | 109/469 [00:11<00:37,  9.52it/s, v_num=9, loss/train=0.875, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.906, loss/val=1.300]
Epoch 1:  23%|██▎       | 109/469 [00:11<00:37,  9.52it/s, v_num=9, loss/train=0.719, alignment/train=0.119, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  23%|██▎       | 110/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.719, alignment/train=0.119, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  23%|██▎       | 110/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.782, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  24%|██▎       | 111/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.782, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  24%|██▎       | 111/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.859, alignment/train=0.129, uniformity/train=-3.18, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  24%|██▍       | 112/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.859, alignment/train=0.129, uniformity/train=-3.18, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  24%|██▍       | 112/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.834, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  24%|██▍       | 113/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.834, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  24%|██▍       | 113/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.794, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  24%|██▍       | 114/469 [00:11<00:36,  9.62it/s, v_num=9, loss/train=0.794, alignment/train=0.118, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  24%|██▍       | 114/469 [00:11<00:36,  9.62it/s, v_num=9, loss/train=0.753, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  25%|██▍       | 115/469 [00:11<00:36,  9.61it/s, v_num=9, loss/train=0.753, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  25%|██▍       | 115/469 [00:11<00:36,  9.60it/s, v_num=9, loss/train=0.799, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  25%|██▍       | 116/469 [00:12<00:36,  9.61it/s, v_num=9, loss/train=0.799, alignment/train=0.126, uniformity/train=-3.15, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  25%|██▍       | 116/469 [00:12<00:36,  9.61it/s, v_num=9, loss/train=0.865, alignment/train=0.117, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  25%|██▍       | 117/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.865, alignment/train=0.117, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  25%|██▍       | 117/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.714, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  25%|██▌       | 118/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.714, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  25%|██▌       | 118/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.865, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  25%|██▌       | 119/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.865, alignment/train=0.124, uniformity/train=-3.19, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  25%|██▌       | 119/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.813, alignment/train=0.146, uniformity/train=-3.23, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  26%|██▌       | 120/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.813, alignment/train=0.146, uniformity/train=-3.23, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  26%|██▌       | 120/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.875, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  26%|██▌       | 121/469 [00:12<00:36,  9.66it/s, v_num=9, loss/train=0.875, alignment/train=0.121, uniformity/train=-3.11, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  26%|██▌       | 121/469 [00:12<00:36,  9.66it/s, v_num=9, loss/train=0.805, alignment/train=0.103, uniformity/train=-3.11, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  26%|██▌       | 122/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.805, alignment/train=0.103, uniformity/train=-3.11, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  26%|██▌       | 122/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.797, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  26%|██▌       | 123/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.797, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  26%|██▌       | 123/469 [00:12<00:35,  9.69it/s, v_num=9, loss/train=0.710, alignment/train=0.116, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  26%|██▋       | 124/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.710, alignment/train=0.116, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  26%|██▋       | 124/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.687, alignment/train=0.104, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  27%|██▋       | 125/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.687, alignment/train=0.104, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  27%|██▋       | 125/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.827, alignment/train=0.116, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  27%|██▋       | 126/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.827, alignment/train=0.116, uniformity/train=-3.14, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  27%|██▋       | 126/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.12, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  27%|██▋       | 127/469 [00:13<00:35,  9.74it/s, v_num=9, loss/train=0.943, alignment/train=0.126, uniformity/train=-3.12, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  27%|██▋       | 127/469 [00:13<00:35,  9.74it/s, v_num=9, loss/train=0.729, alignment/train=0.0993, uniformity/train=-3.19, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  27%|██▋       | 128/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.729, alignment/train=0.0993, uniformity/train=-3.19, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  27%|██▋       | 128/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.730, alignment/train=0.110, uniformity/train=-3.17, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  28%|██▊       | 129/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.730, alignment/train=0.110, uniformity/train=-3.17, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  28%|██▊       | 129/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.818, alignment/train=0.115, uniformity/train=-3.16, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  28%|██▊       | 130/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.818, alignment/train=0.115, uniformity/train=-3.16, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  28%|██▊       | 130/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  28%|██▊       | 131/469 [00:13<00:34,  9.77it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  28%|██▊       | 131/469 [00:13<00:34,  9.77it/s, v_num=9, loss/train=0.791, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  28%|██▊       | 132/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.791, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  28%|██▊       | 132/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.780, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  28%|██▊       | 133/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.780, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  28%|██▊       | 133/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.813, alignment/train=0.105, uniformity/train=-3.11, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  29%|██▊       | 134/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.813, alignment/train=0.105, uniformity/train=-3.11, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  29%|██▊       | 134/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.767, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  29%|██▉       | 135/469 [00:13<00:33,  9.84it/s, v_num=9, loss/train=0.767, alignment/train=0.118, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  29%|██▉       | 135/469 [00:13<00:33,  9.84it/s, v_num=9, loss/train=0.730, alignment/train=0.129, uniformity/train=-3.29, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  29%|██▉       | 136/469 [00:13<00:33,  9.82it/s, v_num=9, loss/train=0.730, alignment/train=0.129, uniformity/train=-3.29, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  29%|██▉       | 136/469 [00:13<00:33,  9.82it/s, v_num=9, loss/train=0.827, alignment/train=0.137, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  29%|██▉       | 137/469 [00:13<00:33,  9.84it/s, v_num=9, loss/train=0.827, alignment/train=0.137, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  29%|██▉       | 137/469 [00:13<00:33,  9.84it/s, v_num=9, loss/train=0.803, alignment/train=0.127, uniformity/train=-3.17, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  29%|██▉       | 138/469 [00:14<00:33,  9.84it/s, v_num=9, loss/train=0.803, alignment/train=0.127, uniformity/train=-3.17, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  29%|██▉       | 138/469 [00:14<00:33,  9.84it/s, v_num=9, loss/train=0.694, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  30%|██▉       | 139/469 [00:14<00:33,  9.87it/s, v_num=9, loss/train=0.694, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  30%|██▉       | 139/469 [00:14<00:33,  9.87it/s, v_num=9, loss/train=0.677, alignment/train=0.111, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  30%|██▉       | 140/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.677, alignment/train=0.111, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  30%|██▉       | 140/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.687, alignment/train=0.113, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  30%|███       | 141/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.687, alignment/train=0.113, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  30%|███       | 141/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.830, alignment/train=0.132, uniformity/train=-3.22, contrastive_acc/train=0.902, loss/val=1.300]
Epoch 1:  30%|███       | 142/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.830, alignment/train=0.132, uniformity/train=-3.22, contrastive_acc/train=0.902, loss/val=1.300]
Epoch 1:  30%|███       | 142/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.779, alignment/train=0.119, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  30%|███       | 143/469 [00:14<00:32,  9.88it/s, v_num=9, loss/train=0.779, alignment/train=0.119, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  30%|███       | 143/469 [00:14<00:32,  9.88it/s, v_num=9, loss/train=0.718, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  31%|███       | 144/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.718, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  31%|███       | 144/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  31%|███       | 145/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.775, alignment/train=0.115, uniformity/train=-3.22, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  31%|███       | 145/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.746, alignment/train=0.130, uniformity/train=-3.28, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  31%|███       | 146/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.746, alignment/train=0.130, uniformity/train=-3.28, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  31%|███       | 146/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.796, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  31%|███▏      | 147/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.796, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  31%|███▏      | 147/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.862, alignment/train=0.159, uniformity/train=-3.22, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  32%|███▏      | 148/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.862, alignment/train=0.159, uniformity/train=-3.22, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  32%|███▏      | 148/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.762, alignment/train=0.115, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  32%|███▏      | 149/469 [00:15<00:32,  9.93it/s, v_num=9, loss/train=0.762, alignment/train=0.115, uniformity/train=-3.21, contrastive_acc/train=0.926, loss/val=1.300]
Epoch 1:  32%|███▏      | 149/469 [00:15<00:32,  9.93it/s, v_num=9, loss/train=0.692, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  32%|███▏      | 150/469 [00:15<00:32,  9.96it/s, v_num=9, loss/train=0.692, alignment/train=0.109, uniformity/train=-3.22, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  32%|███▏      | 150/469 [00:15<00:32,  9.95it/s, v_num=9, loss/train=0.731, alignment/train=0.121, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  32%|███▏      | 151/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.731, alignment/train=0.121, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  32%|███▏      | 151/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.783, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  32%|███▏      | 152/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.783, alignment/train=0.126, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  32%|███▏      | 152/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.643, alignment/train=0.121, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  33%|███▎      | 153/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.643, alignment/train=0.121, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  33%|███▎      | 153/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.706, alignment/train=0.124, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  33%|███▎      | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.706, alignment/train=0.124, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  33%|███▎      | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.799, alignment/train=0.134, uniformity/train=-3.23, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:  33%|███▎      | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.799, alignment/train=0.134, uniformity/train=-3.23, contrastive_acc/train=0.918, loss/val=1.300]
Epoch 1:  33%|███▎      | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.709, alignment/train=0.120, uniformity/train=-3.21, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  33%|███▎      | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.709, alignment/train=0.120, uniformity/train=-3.21, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  33%|███▎      | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.713, alignment/train=0.102, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  33%|███▎      | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.713, alignment/train=0.102, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  33%|███▎      | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.739, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  34%|███▎      | 158/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.739, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  34%|███▎      | 158/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.745, alignment/train=0.117, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  34%|███▍      | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.745, alignment/train=0.117, uniformity/train=-3.23, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  34%|███▍      | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.737, alignment/train=0.112, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  34%|███▍      | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.737, alignment/train=0.112, uniformity/train=-3.21, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  34%|███▍      | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.760, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  34%|███▍      | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.760, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  34%|███▍      | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.761, alignment/train=0.126, uniformity/train=-3.22, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  35%|███▍      | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.761, alignment/train=0.126, uniformity/train=-3.22, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  35%|███▍      | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.749, alignment/train=0.120, uniformity/train=-3.17, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  35%|███▍      | 163/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.749, alignment/train=0.120, uniformity/train=-3.17, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  35%|███▍      | 163/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.736, alignment/train=0.104, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  35%|███▍      | 164/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.736, alignment/train=0.104, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  35%|███▍      | 164/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.723, alignment/train=0.115, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  35%|███▌      | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.723, alignment/train=0.115, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  35%|███▌      | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.798, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  35%|███▌      | 166/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.798, alignment/train=0.136, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  35%|███▌      | 166/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.767, alignment/train=0.128, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  36%|███▌      | 167/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.767, alignment/train=0.128, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  36%|███▌      | 167/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.794, alignment/train=0.127, uniformity/train=-3.24, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  36%|███▌      | 168/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.794, alignment/train=0.127, uniformity/train=-3.24, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  36%|███▌      | 168/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.653, alignment/train=0.116, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  36%|███▌      | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.653, alignment/train=0.116, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  36%|███▌      | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.725, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  36%|███▌      | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.725, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  36%|███▌      | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.663, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  36%|███▋      | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.663, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  36%|███▋      | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.721, alignment/train=0.116, uniformity/train=-3.18, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  37%|███▋      | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.721, alignment/train=0.116, uniformity/train=-3.18, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  37%|███▋      | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.737, alignment/train=0.126, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  37%|███▋      | 173/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.737, alignment/train=0.126, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  37%|███▋      | 173/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.751, alignment/train=0.126, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  37%|███▋      | 174/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.751, alignment/train=0.126, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  37%|███▋      | 174/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.626, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  37%|███▋      | 175/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.626, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  37%|███▋      | 175/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.765, alignment/train=0.129, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  38%|███▊      | 176/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.765, alignment/train=0.129, uniformity/train=-3.20, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  38%|███▊      | 176/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.702, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  38%|███▊      | 177/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.702, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  38%|███▊      | 177/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.741, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  38%|███▊      | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.741, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  38%|███▊      | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.812, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.812, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.922, loss/val=1.300]
Epoch 1:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.683, alignment/train=0.113, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  38%|███▊      | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.683, alignment/train=0.113, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  38%|███▊      | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.667, alignment/train=0.107, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  39%|███▊      | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.667, alignment/train=0.107, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  39%|███▊      | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.731, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  39%|███▉      | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.731, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  39%|███▉      | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.790, alignment/train=0.144, uniformity/train=-3.30, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  39%|███▉      | 183/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.790, alignment/train=0.144, uniformity/train=-3.30, contrastive_acc/train=0.914, loss/val=1.300]
Epoch 1:  39%|███▉      | 183/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.757, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  39%|███▉      | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.757, alignment/train=0.135, uniformity/train=-3.27, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  39%|███▉      | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.788, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  39%|███▉      | 185/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.788, alignment/train=0.119, uniformity/train=-3.15, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  39%|███▉      | 185/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.653, alignment/train=0.131, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  40%|███▉      | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.653, alignment/train=0.131, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  40%|███▉      | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.693, alignment/train=0.146, uniformity/train=-3.31, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  40%|███▉      | 187/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.693, alignment/train=0.146, uniformity/train=-3.31, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  40%|███▉      | 187/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.725, alignment/train=0.118, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  40%|████      | 188/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.725, alignment/train=0.118, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  40%|████      | 188/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.732, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  40%|████      | 189/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.732, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  40%|████      | 189/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.746, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  41%|████      | 190/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.746, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  41%|████      | 190/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.673, alignment/train=0.124, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  41%|████      | 191/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.673, alignment/train=0.124, uniformity/train=-3.25, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  41%|████      | 191/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.631, alignment/train=0.110, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  41%|████      | 192/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.631, alignment/train=0.110, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  41%|████      | 192/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.706, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  41%|████      | 193/469 [00:19<00:27, 10.15it/s, v_num=9, loss/train=0.706, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  41%|████      | 193/469 [00:19<00:27, 10.15it/s, v_num=9, loss/train=0.713, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  41%|████▏     | 194/469 [00:19<00:27, 10.17it/s, v_num=9, loss/train=0.713, alignment/train=0.118, uniformity/train=-3.20, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  41%|████▏     | 194/469 [00:19<00:27, 10.17it/s, v_num=9, loss/train=0.664, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  42%|████▏     | 195/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.664, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  42%|████▏     | 195/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.742, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  42%|████▏     | 196/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.742, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  42%|████▏     | 196/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.698, alignment/train=0.128, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  42%|████▏     | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.698, alignment/train=0.128, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  42%|████▏     | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.761, alignment/train=0.130, uniformity/train=-3.25, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  42%|████▏     | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.761, alignment/train=0.130, uniformity/train=-3.25, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  42%|████▏     | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.696, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.696, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.701, alignment/train=0.101, uniformity/train=-3.19, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  43%|████▎     | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.701, alignment/train=0.101, uniformity/train=-3.19, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  43%|████▎     | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.665, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  43%|████▎     | 201/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.665, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  43%|████▎     | 201/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  43%|████▎     | 202/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  43%|████▎     | 202/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.620, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  43%|████▎     | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.620, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  43%|████▎     | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.637, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  43%|████▎     | 204/469 [00:19<00:25, 10.21it/s, v_num=9, loss/train=0.637, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  43%|████▎     | 204/469 [00:19<00:25, 10.21it/s, v_num=9, loss/train=0.764, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  44%|████▎     | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.764, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.930, loss/val=1.300]
Epoch 1:  44%|████▎     | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.714, alignment/train=0.120, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  44%|████▍     | 206/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.714, alignment/train=0.120, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  44%|████▍     | 206/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.729, alignment/train=0.105, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  44%|████▍     | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.729, alignment/train=0.105, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  44%|████▍     | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.720, alignment/train=0.131, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  44%|████▍     | 208/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.720, alignment/train=0.131, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  44%|████▍     | 208/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.672, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1:  45%|████▍     | 209/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.672, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1:  45%|████▍     | 209/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.677, alignment/train=0.126, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  45%|████▍     | 210/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.677, alignment/train=0.126, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  45%|████▍     | 210/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.677, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  45%|████▍     | 211/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.677, alignment/train=0.110, uniformity/train=-3.23, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  45%|████▍     | 211/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.728, alignment/train=0.123, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  45%|████▌     | 212/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.728, alignment/train=0.123, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  45%|████▌     | 212/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.695, alignment/train=0.099, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  45%|████▌     | 213/469 [00:20<00:24, 10.24it/s, v_num=9, loss/train=0.695, alignment/train=0.099, uniformity/train=-3.24, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  45%|████▌     | 213/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.724, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  46%|████▌     | 214/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.724, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  46%|████▌     | 214/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.703, alignment/train=0.117, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  46%|████▌     | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.703, alignment/train=0.117, uniformity/train=-3.24, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  46%|████▌     | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.692, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  46%|████▌     | 216/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.692, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  46%|████▌     | 216/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.647, alignment/train=0.113, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  46%|████▋     | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.647, alignment/train=0.113, uniformity/train=-3.22, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  46%|████▋     | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.724, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  46%|████▋     | 218/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.724, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  46%|████▋     | 218/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.710, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  47%|████▋     | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.710, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  47%|████▋     | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.712, alignment/train=0.119, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  47%|████▋     | 220/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.712, alignment/train=0.119, uniformity/train=-3.22, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  47%|████▋     | 220/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.709, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  47%|████▋     | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.709, alignment/train=0.119, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  47%|████▋     | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.768, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  47%|████▋     | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.768, alignment/train=0.130, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  47%|████▋     | 222/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.698, alignment/train=0.119, uniformity/train=-3.28, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  48%|████▊     | 223/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.698, alignment/train=0.119, uniformity/train=-3.28, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  48%|████▊     | 223/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.778, alignment/train=0.127, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  48%|████▊     | 224/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.778, alignment/train=0.127, uniformity/train=-3.23, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  48%|████▊     | 224/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.766, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  48%|████▊     | 225/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.766, alignment/train=0.122, uniformity/train=-3.20, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  48%|████▊     | 225/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.738, alignment/train=0.102, uniformity/train=-3.20, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  48%|████▊     | 226/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.738, alignment/train=0.102, uniformity/train=-3.20, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  48%|████▊     | 226/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.732, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  48%|████▊     | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.732, alignment/train=0.113, uniformity/train=-3.21, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  48%|████▊     | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.669, alignment/train=0.112, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  49%|████▊     | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.669, alignment/train=0.112, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  49%|████▊     | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.675, alignment/train=0.121, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  49%|████▉     | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.675, alignment/train=0.121, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  49%|████▉     | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  49%|████▉     | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.724, alignment/train=0.123, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  49%|████▉     | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.682, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  49%|████▉     | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.682, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  49%|████▉     | 231/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.708, alignment/train=0.125, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  49%|████▉     | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.708, alignment/train=0.125, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  49%|████▉     | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.754, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  50%|████▉     | 233/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.754, alignment/train=0.125, uniformity/train=-3.25, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  50%|████▉     | 233/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.768, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  50%|████▉     | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.768, alignment/train=0.122, uniformity/train=-3.22, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  50%|████▉     | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.698, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  50%|█████     | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.698, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  50%|█████     | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.712, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  50%|█████     | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.712, alignment/train=0.127, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  50%|█████     | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.674, alignment/train=0.131, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  51%|█████     | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.674, alignment/train=0.131, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  51%|█████     | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.716, alignment/train=0.145, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  51%|█████     | 238/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.716, alignment/train=0.145, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  51%|█████     | 238/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.756, alignment/train=0.116, uniformity/train=-3.20, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  51%|█████     | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.756, alignment/train=0.116, uniformity/train=-3.20, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  51%|█████     | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.639, alignment/train=0.117, uniformity/train=-3.26, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  51%|█████     | 240/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.639, alignment/train=0.117, uniformity/train=-3.26, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  51%|█████     | 240/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.650, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  51%|█████▏    | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.650, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  51%|█████▏    | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.623, alignment/train=0.0989, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  52%|█████▏    | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.623, alignment/train=0.0989, uniformity/train=-3.25, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  52%|█████▏    | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.628, alignment/train=0.109, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  52%|█████▏    | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.628, alignment/train=0.109, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  52%|█████▏    | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.758, alignment/train=0.110, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  52%|█████▏    | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.758, alignment/train=0.110, uniformity/train=-3.21, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  52%|█████▏    | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.722, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  52%|█████▏    | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.722, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  52%|█████▏    | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.667, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  52%|█████▏    | 246/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.667, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  52%|█████▏    | 246/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.623, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  53%|█████▎    | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.623, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  53%|█████▎    | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.675, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  53%|█████▎    | 248/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.675, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  53%|█████▎    | 248/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.681, alignment/train=0.136, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  53%|█████▎    | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.681, alignment/train=0.136, uniformity/train=-3.29, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  53%|█████▎    | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.683, alignment/train=0.106, uniformity/train=-3.24, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  53%|█████▎    | 250/469 [00:24<00:21, 10.38it/s, v_num=9, loss/train=0.683, alignment/train=0.106, uniformity/train=-3.24, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  53%|█████▎    | 250/469 [00:24<00:21, 10.38it/s, v_num=9, loss/train=0.595, alignment/train=0.110, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  54%|█████▎    | 251/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.595, alignment/train=0.110, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  54%|█████▎    | 251/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  54%|█████▎    | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  54%|█████▎    | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.704, alignment/train=0.111, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.704, alignment/train=0.111, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.648, alignment/train=0.133, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  54%|█████▍    | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.648, alignment/train=0.133, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  54%|█████▍    | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.659, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  54%|█████▍    | 255/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.659, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  54%|█████▍    | 255/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.655, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  55%|█████▍    | 256/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.655, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  55%|█████▍    | 256/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.677, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  55%|█████▍    | 257/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.677, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  55%|█████▍    | 257/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.655, alignment/train=0.112, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  55%|█████▌    | 258/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.655, alignment/train=0.112, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  55%|█████▌    | 258/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.680, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  55%|█████▌    | 259/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.680, alignment/train=0.121, uniformity/train=-3.24, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  55%|█████▌    | 259/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.655, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  55%|█████▌    | 260/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.655, alignment/train=0.123, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  55%|█████▌    | 260/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.632, alignment/train=0.117, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  56%|█████▌    | 261/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.632, alignment/train=0.117, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  56%|█████▌    | 261/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.609, alignment/train=0.114, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  56%|█████▌    | 262/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.609, alignment/train=0.114, uniformity/train=-3.24, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  56%|█████▌    | 262/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.642, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  56%|█████▌    | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.642, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  56%|█████▌    | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.576, alignment/train=0.0982, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  56%|█████▋    | 264/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.576, alignment/train=0.0982, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  56%|█████▋    | 264/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.606, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  57%|█████▋    | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.606, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  57%|█████▋    | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.727, alignment/train=0.137, uniformity/train=-3.23, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  57%|█████▋    | 266/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.727, alignment/train=0.137, uniformity/train=-3.23, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  57%|█████▋    | 266/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.720, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  57%|█████▋    | 267/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.720, alignment/train=0.123, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  57%|█████▋    | 267/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.665, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  57%|█████▋    | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.665, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  57%|█████▋    | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.642, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  57%|█████▋    | 269/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.642, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  57%|█████▋    | 269/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.786, alignment/train=0.104, uniformity/train=-3.15, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  58%|█████▊    | 270/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.786, alignment/train=0.104, uniformity/train=-3.15, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  58%|█████▊    | 270/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.673, alignment/train=0.129, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  58%|█████▊    | 271/469 [00:25<00:18, 10.44it/s, v_num=9, loss/train=0.673, alignment/train=0.129, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  58%|█████▊    | 271/469 [00:25<00:18, 10.44it/s, v_num=9, loss/train=0.587, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  58%|█████▊    | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.587, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  58%|█████▊    | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.729, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  58%|█████▊    | 273/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.729, alignment/train=0.129, uniformity/train=-3.23, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  58%|█████▊    | 273/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.653, alignment/train=0.123, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  58%|█████▊    | 274/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.653, alignment/train=0.123, uniformity/train=-3.27, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  58%|█████▊    | 274/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.668, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  59%|█████▊    | 275/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.668, alignment/train=0.112, uniformity/train=-3.20, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  59%|█████▊    | 275/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.571, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  59%|█████▉    | 276/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.571, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  59%|█████▉    | 276/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.699, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  59%|█████▉    | 277/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.699, alignment/train=0.117, uniformity/train=-3.15, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  59%|█████▉    | 277/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.737, alignment/train=0.140, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  59%|█████▉    | 278/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.737, alignment/train=0.140, uniformity/train=-3.27, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  59%|█████▉    | 278/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.580, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  59%|█████▉    | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.580, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  59%|█████▉    | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.699, alignment/train=0.127, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  60%|█████▉    | 280/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.699, alignment/train=0.127, uniformity/train=-3.22, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  60%|█████▉    | 280/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.745, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  60%|█████▉    | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.745, alignment/train=0.133, uniformity/train=-3.22, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  60%|█████▉    | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.613, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  60%|██████    | 282/469 [00:26<00:17, 10.46it/s, v_num=9, loss/train=0.613, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  60%|██████    | 282/469 [00:26<00:17, 10.46it/s, v_num=9, loss/train=0.673, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  60%|██████    | 283/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.673, alignment/train=0.117, uniformity/train=-3.27, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  60%|██████    | 283/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.693, alignment/train=0.108, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  61%|██████    | 284/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.693, alignment/train=0.108, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  61%|██████    | 284/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.671, alignment/train=0.0997, uniformity/train=-3.13, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  61%|██████    | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.671, alignment/train=0.0997, uniformity/train=-3.13, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  61%|██████    | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.586, alignment/train=0.0981, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  61%|██████    | 286/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.586, alignment/train=0.0981, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  61%|██████    | 286/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.713, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  61%|██████    | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.713, alignment/train=0.121, uniformity/train=-3.23, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  61%|██████    | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.744, alignment/train=0.122, uniformity/train=-3.18, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  61%|██████▏   | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.744, alignment/train=0.122, uniformity/train=-3.18, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  61%|██████▏   | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.603, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  62%|██████▏   | 289/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.603, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  62%|██████▏   | 289/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  62%|██████▏   | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  62%|██████▏   | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.742, alignment/train=0.138, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  62%|██████▏   | 291/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.742, alignment/train=0.138, uniformity/train=-3.24, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  62%|██████▏   | 291/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.627, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  62%|██████▏   | 292/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.627, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  62%|██████▏   | 292/469 [00:27<00:16, 10.48it/s, v_num=9, loss/train=0.621, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  62%|██████▏   | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.621, alignment/train=0.107, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  62%|██████▏   | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.593, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  63%|██████▎   | 294/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.593, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  63%|██████▎   | 294/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.651, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  63%|██████▎   | 295/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.651, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  63%|██████▎   | 295/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.750, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  63%|██████▎   | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.750, alignment/train=0.122, uniformity/train=-3.25, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  63%|██████▎   | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.632, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  63%|██████▎   | 297/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.632, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  63%|██████▎   | 297/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.670, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  64%|██████▎   | 298/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.670, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  64%|██████▎   | 298/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.693, alignment/train=0.138, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  64%|██████▍   | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.693, alignment/train=0.138, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  64%|██████▍   | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.615, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  64%|██████▍   | 300/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.615, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  64%|██████▍   | 300/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  64%|██████▍   | 301/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  64%|██████▍   | 301/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.687, alignment/train=0.134, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  64%|██████▍   | 302/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.687, alignment/train=0.134, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  64%|██████▍   | 302/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.669, alignment/train=0.117, uniformity/train=-3.20, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  65%|██████▍   | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.669, alignment/train=0.117, uniformity/train=-3.20, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  65%|██████▍   | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.619, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  65%|██████▍   | 304/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.619, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  65%|██████▍   | 304/469 [00:28<00:15, 10.50it/s, v_num=9, loss/train=0.588, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  65%|██████▌   | 305/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.588, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  65%|██████▌   | 305/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.670, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  65%|██████▌   | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.670, alignment/train=0.122, uniformity/train=-3.26, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  65%|██████▌   | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.608, alignment/train=0.111, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  65%|██████▌   | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.608, alignment/train=0.111, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  65%|██████▌   | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.590, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  66%|██████▌   | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.590, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  66%|██████▌   | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.635, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  66%|██████▌   | 309/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.635, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  66%|██████▌   | 309/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  66%|██████▌   | 310/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  66%|██████▌   | 310/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.739, alignment/train=0.127, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  66%|██████▋   | 311/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.739, alignment/train=0.127, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  66%|██████▋   | 311/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.600, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  67%|██████▋   | 312/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.600, alignment/train=0.112, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  67%|██████▋   | 312/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.630, alignment/train=0.134, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  67%|██████▋   | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.630, alignment/train=0.134, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  67%|██████▋   | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.617, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  67%|██████▋   | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.617, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  67%|██████▋   | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.622, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  67%|██████▋   | 315/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.622, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  67%|██████▋   | 315/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.672, alignment/train=0.135, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  67%|██████▋   | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.672, alignment/train=0.135, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  67%|██████▋   | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.583, alignment/train=0.106, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  68%|██████▊   | 317/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.583, alignment/train=0.106, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  68%|██████▊   | 317/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.617, alignment/train=0.105, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  68%|██████▊   | 318/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.617, alignment/train=0.105, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  68%|██████▊   | 318/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.584, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  68%|██████▊   | 319/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.584, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  68%|██████▊   | 319/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.611, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  68%|██████▊   | 320/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.611, alignment/train=0.103, uniformity/train=-3.26, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  68%|██████▊   | 320/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.686, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  68%|██████▊   | 321/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.686, alignment/train=0.128, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  68%|██████▊   | 321/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.599, alignment/train=0.120, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  69%|██████▊   | 322/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.599, alignment/train=0.120, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  69%|██████▊   | 322/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.701, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  69%|██████▉   | 323/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.701, alignment/train=0.122, uniformity/train=-3.27, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  69%|██████▉   | 323/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.668, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  69%|██████▉   | 324/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.668, alignment/train=0.114, uniformity/train=-3.26, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  69%|██████▉   | 324/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.742, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  69%|██████▉   | 325/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.742, alignment/train=0.124, uniformity/train=-3.24, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  69%|██████▉   | 325/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.659, alignment/train=0.130, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  70%|██████▉   | 326/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.659, alignment/train=0.130, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  70%|██████▉   | 326/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.572, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  70%|██████▉   | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.572, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  70%|██████▉   | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.613, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  70%|██████▉   | 328/469 [00:31<00:13, 10.55it/s, v_num=9, loss/train=0.613, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  70%|██████▉   | 328/469 [00:31<00:13, 10.55it/s, v_num=9, loss/train=0.682, alignment/train=0.131, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  70%|███████   | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.682, alignment/train=0.131, uniformity/train=-3.25, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  70%|███████   | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.645, alignment/train=0.111, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  70%|███████   | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.645, alignment/train=0.111, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  70%|███████   | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.703, alignment/train=0.135, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  71%|███████   | 331/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.703, alignment/train=0.135, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  71%|███████   | 331/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.572, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  71%|███████   | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.572, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  71%|███████   | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.561, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  71%|███████   | 333/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.561, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  71%|███████   | 333/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.590, alignment/train=0.102, uniformity/train=-3.24, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  71%|███████   | 334/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.590, alignment/train=0.102, uniformity/train=-3.24, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  71%|███████   | 334/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.681, alignment/train=0.141, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  71%|███████▏  | 335/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.681, alignment/train=0.141, uniformity/train=-3.29, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  71%|███████▏  | 335/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.603, alignment/train=0.101, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  72%|███████▏  | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.603, alignment/train=0.101, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  72%|███████▏  | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.672, alignment/train=0.118, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  72%|███████▏  | 337/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.672, alignment/train=0.118, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  72%|███████▏  | 337/469 [00:31<00:12, 10.55it/s, v_num=9, loss/train=0.580, alignment/train=0.102, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  72%|███████▏  | 338/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.102, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  72%|███████▏  | 338/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.611, alignment/train=0.127, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  72%|███████▏  | 339/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.611, alignment/train=0.127, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  72%|███████▏  | 339/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.628, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  72%|███████▏  | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.628, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  72%|███████▏  | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.580, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  73%|███████▎  | 341/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  73%|███████▎  | 341/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.670, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  73%|███████▎  | 342/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.670, alignment/train=0.118, uniformity/train=-3.28, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  73%|███████▎  | 342/469 [00:32<00:12, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  73%|███████▎  | 343/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.580, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  73%|███████▎  | 343/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.615, alignment/train=0.113, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  73%|███████▎  | 344/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.615, alignment/train=0.113, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  73%|███████▎  | 344/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.667, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  74%|███████▎  | 345/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.667, alignment/train=0.118, uniformity/train=-3.29, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  74%|███████▎  | 345/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  74%|███████▍  | 346/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.606, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  74%|███████▍  | 346/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.796, alignment/train=0.147, uniformity/train=-3.27, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  74%|███████▍  | 347/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.796, alignment/train=0.147, uniformity/train=-3.27, contrastive_acc/train=0.910, loss/val=1.300]
Epoch 1:  74%|███████▍  | 347/469 [00:32<00:11, 10.57it/s, v_num=9, loss/train=0.645, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  74%|███████▍  | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.645, alignment/train=0.119, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  74%|███████▍  | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.697, alignment/train=0.107, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  74%|███████▍  | 349/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.697, alignment/train=0.107, uniformity/train=-3.21, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  74%|███████▍  | 349/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.626, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  75%|███████▍  | 350/469 [00:33<00:11, 10.59it/s, v_num=9, loss/train=0.626, alignment/train=0.118, uniformity/train=-3.30, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  75%|███████▍  | 350/469 [00:33<00:11, 10.59it/s, v_num=9, loss/train=0.542, alignment/train=0.110, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  75%|███████▍  | 351/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.542, alignment/train=0.110, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  75%|███████▍  | 351/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.615, alignment/train=0.109, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  75%|███████▌  | 352/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.615, alignment/train=0.109, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  75%|███████▌  | 352/469 [00:33<00:11, 10.58it/s, v_num=9, loss/train=0.643, alignment/train=0.0971, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  75%|███████▌  | 353/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.643, alignment/train=0.0971, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  75%|███████▌  | 353/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.597, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  75%|███████▌  | 354/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.597, alignment/train=0.125, uniformity/train=-3.28, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  75%|███████▌  | 354/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.612, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  76%|███████▌  | 355/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.612, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  76%|███████▌  | 355/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.631, alignment/train=0.132, uniformity/train=-3.30, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  76%|███████▌  | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.631, alignment/train=0.132, uniformity/train=-3.30, contrastive_acc/train=0.938, loss/val=1.300]
Epoch 1:  76%|███████▌  | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.611, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  76%|███████▌  | 357/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.611, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  76%|███████▌  | 357/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.545, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  76%|███████▋  | 358/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.545, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  76%|███████▋  | 358/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.620, alignment/train=0.128, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  77%|███████▋  | 359/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.620, alignment/train=0.128, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  77%|███████▋  | 359/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.583, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  77%|███████▋  | 360/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.583, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  77%|███████▋  | 360/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.541, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  77%|███████▋  | 361/469 [00:34<00:10, 10.59it/s, v_num=9, loss/train=0.541, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  77%|███████▋  | 361/469 [00:34<00:10, 10.59it/s, v_num=9, loss/train=0.586, alignment/train=0.121, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  77%|███████▋  | 362/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.586, alignment/train=0.121, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  77%|███████▋  | 362/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.509, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  77%|███████▋  | 363/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.509, alignment/train=0.123, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  77%|███████▋  | 363/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.568, alignment/train=0.129, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  78%|███████▊  | 364/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.568, alignment/train=0.129, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  78%|███████▊  | 364/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.657, alignment/train=0.132, uniformity/train=-3.33, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  78%|███████▊  | 365/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.657, alignment/train=0.132, uniformity/train=-3.33, contrastive_acc/train=0.934, loss/val=1.300]
Epoch 1:  78%|███████▊  | 365/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.585, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  78%|███████▊  | 366/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.585, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  78%|███████▊  | 366/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.536, alignment/train=0.121, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  78%|███████▊  | 367/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.536, alignment/train=0.121, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  78%|███████▊  | 367/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.550, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  78%|███████▊  | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.550, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  78%|███████▊  | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.604, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  79%|███████▊  | 369/469 [00:34<00:09, 10.59it/s, v_num=9, loss/train=0.604, alignment/train=0.117, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  79%|███████▊  | 369/469 [00:34<00:09, 10.59it/s, v_num=9, loss/train=0.566, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  79%|███████▉  | 370/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.566, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  79%|███████▉  | 370/469 [00:34<00:09, 10.60it/s, v_num=9, loss/train=0.557, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  79%|███████▉  | 371/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.557, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  79%|███████▉  | 371/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.563, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1:  79%|███████▉  | 372/469 [00:35<00:09, 10.61it/s, v_num=9, loss/train=0.563, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=1.300]
Epoch 1:  79%|███████▉  | 372/469 [00:35<00:09, 10.61it/s, v_num=9, loss/train=0.593, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  80%|███████▉  | 373/469 [00:35<00:09, 10.62it/s, v_num=9, loss/train=0.593, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  80%|███████▉  | 373/469 [00:35<00:09, 10.62it/s, v_num=9, loss/train=0.744, alignment/train=0.148, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  80%|███████▉  | 374/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.744, alignment/train=0.148, uniformity/train=-3.27, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  80%|███████▉  | 374/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.589, alignment/train=0.121, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  80%|███████▉  | 375/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.589, alignment/train=0.121, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  80%|███████▉  | 375/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  80%|████████  | 376/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  80%|████████  | 376/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  80%|████████  | 377/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.652, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  80%|████████  | 377/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.627, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  81%|████████  | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.627, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  81%|████████  | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.546, alignment/train=0.114, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  81%|████████  | 379/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.546, alignment/train=0.114, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  81%|████████  | 379/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.578, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  81%|████████  | 380/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.578, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  81%|████████  | 380/469 [00:35<00:08, 10.61it/s, v_num=9, loss/train=0.622, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  81%|████████  | 381/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.622, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  81%|████████  | 381/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.612, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  81%|████████▏ | 382/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.612, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  81%|████████▏ | 382/469 [00:35<00:08, 10.62it/s, v_num=9, loss/train=0.664, alignment/train=0.124, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  82%|████████▏ | 383/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.664, alignment/train=0.124, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  82%|████████▏ | 383/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.649, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  82%|████████▏ | 384/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.649, alignment/train=0.122, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  82%|████████▏ | 384/469 [00:36<00:08, 10.62it/s, v_num=9, loss/train=0.599, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  82%|████████▏ | 385/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.599, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  82%|████████▏ | 385/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.620, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  82%|████████▏ | 386/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.620, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  82%|████████▏ | 386/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.665, alignment/train=0.130, uniformity/train=-3.33, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  83%|████████▎ | 387/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.665, alignment/train=0.130, uniformity/train=-3.33, contrastive_acc/train=0.941, loss/val=1.300]
Epoch 1:  83%|████████▎ | 387/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.654, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.654, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.607, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  83%|████████▎ | 389/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.607, alignment/train=0.110, uniformity/train=-3.31, contrastive_acc/train=0.949, loss/val=1.300]
Epoch 1:  83%|████████▎ | 389/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.595, alignment/train=0.142, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.595, alignment/train=0.142, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.570, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  83%|████████▎ | 391/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.570, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  83%|████████▎ | 391/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.558, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  84%|████████▎ | 392/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.558, alignment/train=0.122, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  84%|████████▎ | 392/469 [00:36<00:07, 10.62it/s, v_num=9, loss/train=0.629, alignment/train=0.114, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  84%|████████▍ | 393/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.629, alignment/train=0.114, uniformity/train=-3.28, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  84%|████████▍ | 393/469 [00:36<00:07, 10.63it/s, v_num=9, loss/train=0.521, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  84%|████████▍ | 394/469 [00:37<00:07, 10.64it/s, v_num=9, loss/train=0.521, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  84%|████████▍ | 394/469 [00:37<00:07, 10.64it/s, v_num=9, loss/train=0.583, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.583, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.552, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  84%|████████▍ | 396/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.552, alignment/train=0.118, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  84%|████████▍ | 396/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.596, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  85%|████████▍ | 397/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.596, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  85%|████████▍ | 397/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.587, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  85%|████████▍ | 398/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.587, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  85%|████████▍ | 398/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.587, alignment/train=0.120, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  85%|████████▌ | 399/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.587, alignment/train=0.120, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  85%|████████▌ | 399/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.578, alignment/train=0.102, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  85%|████████▌ | 400/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.578, alignment/train=0.102, uniformity/train=-3.27, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  85%|████████▌ | 400/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.607, alignment/train=0.135, uniformity/train=-3.32, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  86%|████████▌ | 401/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.607, alignment/train=0.135, uniformity/train=-3.32, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  86%|████████▌ | 401/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.508, alignment/train=0.114, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  86%|████████▌ | 402/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.508, alignment/train=0.114, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  86%|████████▌ | 402/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.535, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  86%|████████▌ | 403/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.535, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  86%|████████▌ | 403/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.627, alignment/train=0.126, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  86%|████████▌ | 404/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.627, alignment/train=0.126, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  86%|████████▌ | 404/469 [00:37<00:06, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  86%|████████▋ | 405/469 [00:38<00:06, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  86%|████████▋ | 405/469 [00:38<00:06, 10.64it/s, v_num=9, loss/train=0.523, alignment/train=0.0955, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  87%|████████▋ | 406/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.523, alignment/train=0.0955, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  87%|████████▋ | 406/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.555, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  87%|████████▋ | 407/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.555, alignment/train=0.117, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  87%|████████▋ | 407/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.619, alignment/train=0.136, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  87%|████████▋ | 408/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.619, alignment/train=0.136, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=1.300]
Epoch 1:  87%|████████▋ | 408/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.524, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  87%|████████▋ | 409/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.524, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  87%|████████▋ | 409/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  87%|████████▋ | 410/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  87%|████████▋ | 410/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.556, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  88%|████████▊ | 411/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.556, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  88%|████████▊ | 411/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.749, alignment/train=0.133, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  88%|████████▊ | 412/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.749, alignment/train=0.133, uniformity/train=-3.27, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  88%|████████▊ | 412/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.653, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  88%|████████▊ | 413/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.653, alignment/train=0.107, uniformity/train=-3.26, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  88%|████████▊ | 413/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.613, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  88%|████████▊ | 414/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.613, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  88%|████████▊ | 414/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.575, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  89%|████████▊ | 416/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.575, alignment/train=0.113, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  89%|████████▊ | 416/469 [00:39<00:04, 10.65it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  89%|████████▉ | 417/469 [00:39<00:04, 10.65it/s, v_num=9, loss/train=0.659, alignment/train=0.119, uniformity/train=-3.25, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  89%|████████▉ | 417/469 [00:39<00:04, 10.65it/s, v_num=9, loss/train=0.620, alignment/train=0.113, uniformity/train=-3.23, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.620, alignment/train=0.113, uniformity/train=-3.23, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.592, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  89%|████████▉ | 419/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.592, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  89%|████████▉ | 419/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.644, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  90%|████████▉ | 420/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.644, alignment/train=0.133, uniformity/train=-3.26, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  90%|████████▉ | 420/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.536, alignment/train=0.0973, uniformity/train=-3.30, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  90%|████████▉ | 421/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.536, alignment/train=0.0973, uniformity/train=-3.30, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  90%|████████▉ | 421/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.609, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  90%|████████▉ | 422/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.609, alignment/train=0.121, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  90%|████████▉ | 422/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.605, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  90%|█████████ | 423/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.605, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  90%|█████████ | 423/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.611, alignment/train=0.113, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  90%|█████████ | 424/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.611, alignment/train=0.113, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  90%|█████████ | 424/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.567, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  91%|█████████ | 425/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.567, alignment/train=0.106, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  91%|█████████ | 425/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.491, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  91%|█████████ | 426/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.491, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  91%|█████████ | 426/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  91%|█████████ | 427/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  91%|█████████ | 427/469 [00:40<00:03, 10.66it/s, v_num=9, loss/train=0.554, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  91%|█████████▏| 428/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.554, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  91%|█████████▏| 428/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.561, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.561, alignment/train=0.120, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.515, alignment/train=0.0971, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.515, alignment/train=0.0971, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.592, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  92%|█████████▏| 431/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.592, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  92%|█████████▏| 431/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.545, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  92%|█████████▏| 432/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.545, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  92%|█████████▏| 432/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.34, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.34, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.568, alignment/train=0.108, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.568, alignment/train=0.108, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.585, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.585, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.953, loss/val=1.300]
Epoch 1:  93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  93%|█████████▎| 436/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.572, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  93%|█████████▎| 436/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.619, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  93%|█████████▎| 437/469 [00:40<00:03, 10.66it/s, v_num=9, loss/train=0.619, alignment/train=0.117, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  93%|█████████▎| 437/469 [00:40<00:03, 10.66it/s, v_num=9, loss/train=0.637, alignment/train=0.105, uniformity/train=-3.23, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  93%|█████████▎| 438/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.637, alignment/train=0.105, uniformity/train=-3.23, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  93%|█████████▎| 438/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.518, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  94%|█████████▎| 439/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.518, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=1.300]
Epoch 1:  94%|█████████▎| 439/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  94%|█████████▍| 440/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  94%|█████████▍| 440/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.512, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  94%|█████████▍| 441/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.512, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  94%|█████████▍| 441/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.602, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  94%|█████████▍| 442/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.602, alignment/train=0.113, uniformity/train=-3.27, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  94%|█████████▍| 442/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.531, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  94%|█████████▍| 443/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.531, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  94%|█████████▍| 443/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.571, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  95%|█████████▍| 444/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.571, alignment/train=0.116, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  95%|█████████▍| 444/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.566, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  95%|█████████▍| 445/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.566, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  95%|█████████▍| 445/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.581, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  95%|█████████▌| 446/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.581, alignment/train=0.111, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  95%|█████████▌| 446/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.602, alignment/train=0.115, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  95%|█████████▌| 447/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.602, alignment/train=0.115, uniformity/train=-3.26, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  95%|█████████▌| 447/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.496, alignment/train=0.0955, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  96%|█████████▌| 448/469 [00:41<00:01, 10.69it/s, v_num=9, loss/train=0.496, alignment/train=0.0955, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  96%|█████████▌| 448/469 [00:41<00:01, 10.69it/s, v_num=9, loss/train=0.536, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  96%|█████████▌| 449/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.536, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  96%|█████████▌| 449/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.616, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  96%|█████████▌| 450/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.616, alignment/train=0.107, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  96%|█████████▌| 450/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.563, alignment/train=0.0962, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  96%|█████████▌| 451/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.563, alignment/train=0.0962, uniformity/train=-3.28, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  96%|█████████▌| 451/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.516, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  96%|█████████▋| 452/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.516, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1:  96%|█████████▋| 452/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.554, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  97%|█████████▋| 453/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.554, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=1.300]
Epoch 1:  97%|█████████▋| 453/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.499, alignment/train=0.0988, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  97%|█████████▋| 454/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.499, alignment/train=0.0988, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1:  97%|█████████▋| 454/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.583, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  97%|█████████▋| 455/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.583, alignment/train=0.125, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  97%|█████████▋| 455/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.511, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  97%|█████████▋| 456/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.511, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  97%|█████████▋| 456/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.544, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  97%|█████████▋| 457/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.544, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  97%|█████████▋| 457/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.625, alignment/train=0.133, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  98%|█████████▊| 458/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.625, alignment/train=0.133, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=1.300]
Epoch 1:  98%|█████████▊| 458/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.495, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  98%|█████████▊| 459/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.495, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  98%|█████████▊| 459/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.603, alignment/train=0.115, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  98%|█████████▊| 460/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.603, alignment/train=0.115, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  98%|█████████▊| 460/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.472, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  98%|█████████▊| 461/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.472, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=1.300]
Epoch 1:  98%|█████████▊| 461/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.566, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  99%|█████████▊| 462/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.566, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=1.300]
Epoch 1:  99%|█████████▊| 462/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.508, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  99%|█████████▊| 463/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.508, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1:  99%|█████████▊| 463/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.565, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  99%|█████████▉| 464/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.565, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  99%|█████████▉| 464/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.560, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  99%|█████████▉| 465/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.560, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=1.300]
Epoch 1:  99%|█████████▉| 465/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.604, alignment/train=0.114, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  99%|█████████▉| 466/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.604, alignment/train=0.114, uniformity/train=-3.29, contrastive_acc/train=0.969, loss/val=1.300]
Epoch 1:  99%|█████████▉| 466/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.504, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 100%|█████████▉| 467/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.504, alignment/train=0.111, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=1.300]
Epoch 1: 100%|█████████▉| 467/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.539, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 100%|█████████▉| 468/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.539, alignment/train=0.104, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=1.300]
Epoch 1: 100%|█████████▉| 468/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.522, alignment/train=0.0981, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 100%|██████████| 469/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.522, alignment/train=0.0981, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=1.300]
Epoch 1: 100%|██████████| 469/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=1.300]

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Epoch 1: 100%|██████████| 469/469 [00:50<00:00,  9.31it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 1: 100%|██████████| 469/469 [00:50<00:00,  9.31it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 1:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   0%|          | 1/469 [00:01<13:16,  0.59it/s, v_num=9, loss/train=0.502, alignment/train=0.110, uniformity/train=-3.25, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   0%|          | 1/469 [00:01<13:16,  0.59it/s, v_num=9, loss/train=0.544, alignment/train=0.0994, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   0%|          | 2/469 [00:01<06:59,  1.11it/s, v_num=9, loss/train=0.544, alignment/train=0.0994, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   0%|          | 2/469 [00:01<07:00,  1.11it/s, v_num=9, loss/train=0.496, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|          | 3/469 [00:01<04:52,  1.60it/s, v_num=9, loss/train=0.496, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|          | 3/469 [00:01<04:52,  1.59it/s, v_num=9, loss/train=0.508, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|          | 4/469 [00:01<03:45,  2.06it/s, v_num=9, loss/train=0.508, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|          | 4/469 [00:01<03:45,  2.06it/s, v_num=9, loss/train=0.568, alignment/train=0.123, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|          | 5/469 [00:02<03:05,  2.50it/s, v_num=9, loss/train=0.568, alignment/train=0.123, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|          | 5/469 [00:02<03:05,  2.50it/s, v_num=9, loss/train=0.559, alignment/train=0.0982, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|▏         | 6/469 [00:02<02:42,  2.84it/s, v_num=9, loss/train=0.559, alignment/train=0.0982, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|▏         | 6/469 [00:02<02:43,  2.84it/s, v_num=9, loss/train=0.671, alignment/train=0.130, uniformity/train=-3.30, contrastive_acc/train=0.926, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|▏         | 7/469 [00:02<02:30,  3.08it/s, v_num=9, loss/train=0.671, alignment/train=0.130, uniformity/train=-3.30, contrastive_acc/train=0.926, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   1%|▏         | 7/469 [00:02<02:30,  3.08it/s, v_num=9, loss/train=0.548, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 8/469 [00:02<02:14,  3.43it/s, v_num=9, loss/train=0.548, alignment/train=0.108, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 8/469 [00:02<02:14,  3.43it/s, v_num=9, loss/train=0.507, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 9/469 [00:02<02:02,  3.77it/s, v_num=9, loss/train=0.507, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 9/469 [00:02<02:02,  3.77it/s, v_num=9, loss/train=0.567, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 10/469 [00:02<01:52,  4.08it/s, v_num=9, loss/train=0.567, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 10/469 [00:02<01:52,  4.08it/s, v_num=9, loss/train=0.496, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 11/469 [00:02<01:49,  4.19it/s, v_num=9, loss/train=0.496, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   2%|▏         | 11/469 [00:02<01:49,  4.19it/s, v_num=9, loss/train=0.548, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 12/469 [00:02<01:44,  4.39it/s, v_num=9, loss/train=0.548, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 12/469 [00:02<01:44,  4.39it/s, v_num=9, loss/train=0.577, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 13/469 [00:02<01:38,  4.65it/s, v_num=9, loss/train=0.577, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 13/469 [00:02<01:38,  4.65it/s, v_num=9, loss/train=0.591, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 14/469 [00:02<01:33,  4.85it/s, v_num=9, loss/train=0.591, alignment/train=0.119, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 14/469 [00:02<01:33,  4.85it/s, v_num=9, loss/train=0.611, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 15/469 [00:02<01:30,  5.01it/s, v_num=9, loss/train=0.611, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 15/469 [00:02<01:30,  5.01it/s, v_num=9, loss/train=0.522, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 16/469 [00:03<01:26,  5.24it/s, v_num=9, loss/train=0.522, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   3%|▎         | 16/469 [00:03<01:26,  5.24it/s, v_num=9, loss/train=0.553, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▎         | 17/469 [00:03<01:23,  5.39it/s, v_num=9, loss/train=0.553, alignment/train=0.119, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▎         | 17/469 [00:03<01:23,  5.39it/s, v_num=9, loss/train=0.461, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 18/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=0.461, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 18/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=0.532, alignment/train=0.126, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 19/469 [00:03<01:19,  5.68it/s, v_num=9, loss/train=0.532, alignment/train=0.126, uniformity/train=-3.29, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 19/469 [00:03<01:19,  5.68it/s, v_num=9, loss/train=0.510, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 20/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.510, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 20/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.551, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 21/469 [00:03<01:14,  5.99it/s, v_num=9, loss/train=0.551, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   4%|▍         | 21/469 [00:03<01:14,  5.99it/s, v_num=9, loss/train=0.576, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▍         | 22/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.576, alignment/train=0.109, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▍         | 22/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.578, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▍         | 23/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.578, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▍         | 23/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.532, alignment/train=0.130, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▌         | 24/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.532, alignment/train=0.130, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▌         | 24/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.591, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▌         | 25/469 [00:03<01:09,  6.43it/s, v_num=9, loss/train=0.591, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   5%|▌         | 25/469 [00:03<01:09,  6.43it/s, v_num=9, loss/train=0.511, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 26/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.511, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 26/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.578, alignment/train=0.134, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 27/469 [00:04<01:06,  6.68it/s, v_num=9, loss/train=0.578, alignment/train=0.134, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 27/469 [00:04<01:06,  6.67it/s, v_num=9, loss/train=0.607, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 28/469 [00:04<01:05,  6.75it/s, v_num=9, loss/train=0.607, alignment/train=0.123, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 28/469 [00:04<01:05,  6.75it/s, v_num=9, loss/train=0.525, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 29/469 [00:04<01:03,  6.89it/s, v_num=9, loss/train=0.525, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▌         | 29/469 [00:04<01:03,  6.89it/s, v_num=9, loss/train=0.502, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▋         | 30/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.502, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   6%|▋         | 30/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.573, alignment/train=0.129, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 31/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.573, alignment/train=0.129, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 31/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.568, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 32/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.568, alignment/train=0.128, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 32/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 33/469 [00:04<01:00,  7.16it/s, v_num=9, loss/train=0.539, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 33/469 [00:04<01:00,  7.15it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 34/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.615, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 34/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.577, alignment/train=0.121, uniformity/train=-3.36, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 35/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.577, alignment/train=0.121, uniformity/train=-3.36, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   7%|▋         | 35/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.492, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 36/469 [00:04<00:58,  7.39it/s, v_num=9, loss/train=0.492, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 36/469 [00:04<00:58,  7.39it/s, v_num=9, loss/train=0.553, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 37/469 [00:04<00:57,  7.50it/s, v_num=9, loss/train=0.553, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 37/469 [00:04<00:57,  7.50it/s, v_num=9, loss/train=0.584, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 38/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.584, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 38/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.508, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 39/469 [00:05<00:56,  7.66it/s, v_num=9, loss/train=0.508, alignment/train=0.112, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   8%|▊         | 39/469 [00:05<00:56,  7.65it/s, v_num=9, loss/train=0.509, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▊         | 40/469 [00:05<00:56,  7.65it/s, v_num=9, loss/train=0.509, alignment/train=0.105, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▊         | 40/469 [00:05<00:56,  7.65it/s, v_num=9, loss/train=0.531, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▊         | 41/469 [00:05<00:56,  7.63it/s, v_num=9, loss/train=0.531, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▊         | 41/469 [00:05<00:56,  7.63it/s, v_num=9, loss/train=0.485, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▉         | 42/469 [00:05<00:55,  7.73it/s, v_num=9, loss/train=0.485, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▉         | 42/469 [00:05<00:55,  7.73it/s, v_num=9, loss/train=0.473, alignment/train=0.124, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▉         | 43/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.473, alignment/train=0.124, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▉         | 43/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.627, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▉         | 44/469 [00:05<00:53,  7.90it/s, v_num=9, loss/train=0.627, alignment/train=0.124, uniformity/train=-3.29, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   9%|▉         | 44/469 [00:05<00:53,  7.90it/s, v_num=9, loss/train=0.682, alignment/train=0.132, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|▉         | 45/469 [00:05<00:53,  7.94it/s, v_num=9, loss/train=0.682, alignment/train=0.132, uniformity/train=-3.26, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|▉         | 45/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.478, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|▉         | 46/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.478, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|▉         | 46/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.501, alignment/train=0.102, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|█         | 47/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.501, alignment/train=0.102, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|█         | 47/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.536, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|█         | 48/469 [00:05<00:51,  8.11it/s, v_num=9, loss/train=0.536, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|█         | 48/469 [00:05<00:51,  8.11it/s, v_num=9, loss/train=0.549, alignment/train=0.128, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|█         | 49/469 [00:06<00:52,  8.06it/s, v_num=9, loss/train=0.549, alignment/train=0.128, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  10%|█         | 49/469 [00:06<00:52,  8.06it/s, v_num=9, loss/train=0.566, alignment/train=0.122, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█         | 50/469 [00:06<00:51,  8.14it/s, v_num=9, loss/train=0.566, alignment/train=0.122, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█         | 50/469 [00:06<00:51,  8.14it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█         | 51/469 [00:06<00:51,  8.17it/s, v_num=9, loss/train=0.577, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█         | 51/469 [00:06<00:51,  8.17it/s, v_num=9, loss/train=0.539, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█         | 52/469 [00:06<00:50,  8.18it/s, v_num=9, loss/train=0.539, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█         | 52/469 [00:06<00:50,  8.18it/s, v_num=9, loss/train=0.516, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█▏        | 53/469 [00:06<00:50,  8.27it/s, v_num=9, loss/train=0.516, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  11%|█▏        | 53/469 [00:06<00:50,  8.27it/s, v_num=9, loss/train=0.493, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 54/469 [00:06<00:49,  8.35it/s, v_num=9, loss/train=0.493, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 54/469 [00:06<00:49,  8.35it/s, v_num=9, loss/train=0.617, alignment/train=0.131, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 55/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.617, alignment/train=0.131, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 55/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.504, alignment/train=0.0989, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 56/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.504, alignment/train=0.0989, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 56/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.559, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 57/469 [00:06<00:48,  8.43it/s, v_num=9, loss/train=0.559, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 57/469 [00:06<00:48,  8.43it/s, v_num=9, loss/train=0.487, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 58/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.487, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  12%|█▏        | 58/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.520, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 59/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.520, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 59/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.445, alignment/train=0.0893, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 60/469 [00:07<00:48,  8.50it/s, v_num=9, loss/train=0.445, alignment/train=0.0893, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 60/469 [00:07<00:48,  8.50it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 61/469 [00:07<00:47,  8.57it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 61/469 [00:07<00:47,  8.57it/s, v_num=9, loss/train=0.589, alignment/train=0.111, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 62/469 [00:07<00:47,  8.61it/s, v_num=9, loss/train=0.589, alignment/train=0.111, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 62/469 [00:07<00:47,  8.61it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 63/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  13%|█▎        | 63/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.565, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▎        | 64/469 [00:07<00:46,  8.75it/s, v_num=9, loss/train=0.565, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▎        | 64/469 [00:07<00:46,  8.75it/s, v_num=9, loss/train=0.465, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 65/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.465, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 65/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.541, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 66/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.541, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 66/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.520, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 67/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.520, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 67/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.542, alignment/train=0.102, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 68/469 [00:07<00:45,  8.75it/s, v_num=9, loss/train=0.542, alignment/train=0.102, uniformity/train=-3.34, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  14%|█▍        | 68/469 [00:07<00:45,  8.75it/s, v_num=9, loss/train=0.534, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▍        | 69/469 [00:07<00:45,  8.78it/s, v_num=9, loss/train=0.534, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▍        | 69/469 [00:07<00:45,  8.78it/s, v_num=9, loss/train=0.528, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▍        | 70/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.528, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▍        | 70/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.551, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.934, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▌        | 71/469 [00:08<00:45,  8.83it/s, v_num=9, loss/train=0.551, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.934, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▌        | 71/469 [00:08<00:45,  8.83it/s, v_num=9, loss/train=0.619, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▌        | 72/469 [00:08<00:44,  8.83it/s, v_num=9, loss/train=0.619, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  15%|█▌        | 72/469 [00:08<00:44,  8.83it/s, v_num=9, loss/train=0.621, alignment/train=0.0996, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 73/469 [00:08<00:44,  8.89it/s, v_num=9, loss/train=0.621, alignment/train=0.0996, uniformity/train=-3.26, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 73/469 [00:08<00:44,  8.89it/s, v_num=9, loss/train=0.513, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 74/469 [00:08<00:44,  8.95it/s, v_num=9, loss/train=0.513, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 74/469 [00:08<00:44,  8.95it/s, v_num=9, loss/train=0.442, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 75/469 [00:08<00:43,  9.00it/s, v_num=9, loss/train=0.442, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 75/469 [00:08<00:43,  9.00it/s, v_num=9, loss/train=0.514, alignment/train=0.115, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 76/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.514, alignment/train=0.115, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▌        | 76/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.536, alignment/train=0.101, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▋        | 77/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.536, alignment/train=0.101, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  16%|█▋        | 77/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.496, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 78/469 [00:08<00:43,  8.94it/s, v_num=9, loss/train=0.496, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 78/469 [00:08<00:43,  8.94it/s, v_num=9, loss/train=0.529, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 79/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.529, alignment/train=0.108, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 79/469 [00:08<00:43,  8.98it/s, v_num=9, loss/train=0.614, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 80/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.614, alignment/train=0.120, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 80/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.471, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 81/469 [00:08<00:42,  9.09it/s, v_num=9, loss/train=0.471, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 81/469 [00:08<00:42,  9.09it/s, v_num=9, loss/train=0.579, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 82/469 [00:09<00:42,  9.06it/s, v_num=9, loss/train=0.579, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  17%|█▋        | 82/469 [00:09<00:42,  9.06it/s, v_num=9, loss/train=0.624, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 83/469 [00:09<00:42,  9.11it/s, v_num=9, loss/train=0.624, alignment/train=0.108, uniformity/train=-3.26, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 83/469 [00:09<00:42,  9.11it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 84/469 [00:09<00:42,  9.11it/s, v_num=9, loss/train=0.603, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 84/469 [00:09<00:42,  9.11it/s, v_num=9, loss/train=0.525, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 85/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.525, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 85/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.534, alignment/train=0.114, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 86/469 [00:09<00:41,  9.15it/s, v_num=9, loss/train=0.534, alignment/train=0.114, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  18%|█▊        | 86/469 [00:09<00:41,  9.15it/s, v_num=9, loss/train=0.494, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▊        | 87/469 [00:09<00:41,  9.13it/s, v_num=9, loss/train=0.494, alignment/train=0.105, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▊        | 87/469 [00:09<00:41,  9.12it/s, v_num=9, loss/train=0.503, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 88/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.503, alignment/train=0.124, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 88/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.524, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 89/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.524, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 89/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.582, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 90/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.582, alignment/train=0.117, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 90/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.530, alignment/train=0.0975, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 91/469 [00:09<00:40,  9.22it/s, v_num=9, loss/train=0.530, alignment/train=0.0975, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  19%|█▉        | 91/469 [00:09<00:40,  9.22it/s, v_num=9, loss/train=0.455, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|█▉        | 92/469 [00:09<00:40,  9.22it/s, v_num=9, loss/train=0.455, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|█▉        | 92/469 [00:09<00:40,  9.22it/s, v_num=9, loss/train=0.509, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|█▉        | 93/469 [00:10<00:40,  9.21it/s, v_num=9, loss/train=0.509, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|█▉        | 93/469 [00:10<00:40,  9.21it/s, v_num=9, loss/train=0.533, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|██        | 94/469 [00:10<00:40,  9.26it/s, v_num=9, loss/train=0.533, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|██        | 94/469 [00:10<00:40,  9.25it/s, v_num=9, loss/train=0.519, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|██        | 95/469 [00:10<00:40,  9.30it/s, v_num=9, loss/train=0.519, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|██        | 95/469 [00:10<00:40,  9.30it/s, v_num=9, loss/train=0.525, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|██        | 96/469 [00:10<00:39,  9.33it/s, v_num=9, loss/train=0.525, alignment/train=0.123, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  20%|██        | 96/469 [00:10<00:39,  9.33it/s, v_num=9, loss/train=0.524, alignment/train=0.0952, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██        | 97/469 [00:10<00:40,  9.27it/s, v_num=9, loss/train=0.524, alignment/train=0.0952, uniformity/train=-3.30, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██        | 97/469 [00:10<00:40,  9.27it/s, v_num=9, loss/train=0.524, alignment/train=0.102, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██        | 98/469 [00:10<00:39,  9.31it/s, v_num=9, loss/train=0.524, alignment/train=0.102, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██        | 98/469 [00:10<00:39,  9.31it/s, v_num=9, loss/train=0.518, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██        | 99/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.518, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██        | 99/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.565, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██▏       | 100/469 [00:10<00:39,  9.35it/s, v_num=9, loss/train=0.565, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  21%|██▏       | 100/469 [00:10<00:39,  9.35it/s, v_num=9, loss/train=0.531, alignment/train=0.117, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 101/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.531, alignment/train=0.117, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 101/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.529, alignment/train=0.110, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 102/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.529, alignment/train=0.110, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 102/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.518, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 103/469 [00:10<00:38,  9.40it/s, v_num=9, loss/train=0.518, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 103/469 [00:10<00:38,  9.40it/s, v_num=9, loss/train=0.512, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 104/469 [00:11<00:38,  9.44it/s, v_num=9, loss/train=0.512, alignment/train=0.118, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 104/469 [00:11<00:38,  9.44it/s, v_num=9, loss/train=0.557, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 105/469 [00:11<00:38,  9.48it/s, v_num=9, loss/train=0.557, alignment/train=0.103, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  22%|██▏       | 105/469 [00:11<00:38,  9.47it/s, v_num=9, loss/train=0.587, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 106/469 [00:11<00:38,  9.45it/s, v_num=9, loss/train=0.587, alignment/train=0.119, uniformity/train=-3.32, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 106/469 [00:11<00:38,  9.45it/s, v_num=9, loss/train=0.496, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 107/469 [00:11<00:38,  9.49it/s, v_num=9, loss/train=0.496, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 107/469 [00:11<00:38,  9.49it/s, v_num=9, loss/train=0.528, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 108/469 [00:11<00:37,  9.53it/s, v_num=9, loss/train=0.528, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 108/469 [00:11<00:37,  9.53it/s, v_num=9, loss/train=0.574, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 109/469 [00:11<00:38,  9.44it/s, v_num=9, loss/train=0.574, alignment/train=0.125, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 109/469 [00:11<00:38,  9.44it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 110/469 [00:11<00:37,  9.47it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  23%|██▎       | 110/469 [00:11<00:37,  9.47it/s, v_num=9, loss/train=0.507, alignment/train=0.120, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▎       | 111/469 [00:11<00:37,  9.49it/s, v_num=9, loss/train=0.507, alignment/train=0.120, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▎       | 111/469 [00:11<00:37,  9.49it/s, v_num=9, loss/train=0.441, alignment/train=0.116, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▍       | 112/469 [00:11<00:37,  9.49it/s, v_num=9, loss/train=0.441, alignment/train=0.116, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▍       | 112/469 [00:11<00:37,  9.49it/s, v_num=9, loss/train=0.476, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▍       | 113/469 [00:11<00:37,  9.51it/s, v_num=9, loss/train=0.476, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▍       | 113/469 [00:11<00:37,  9.51it/s, v_num=9, loss/train=0.475, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▍       | 114/469 [00:11<00:37,  9.54it/s, v_num=9, loss/train=0.475, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  24%|██▍       | 114/469 [00:11<00:37,  9.54it/s, v_num=9, loss/train=0.474, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▍       | 115/469 [00:12<00:37,  9.55it/s, v_num=9, loss/train=0.474, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▍       | 115/469 [00:12<00:37,  9.55it/s, v_num=9, loss/train=0.462, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▍       | 116/469 [00:12<00:36,  9.59it/s, v_num=9, loss/train=0.462, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▍       | 116/469 [00:12<00:36,  9.59it/s, v_num=9, loss/train=0.437, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▍       | 117/469 [00:12<00:36,  9.56it/s, v_num=9, loss/train=0.437, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▍       | 117/469 [00:12<00:36,  9.56it/s, v_num=9, loss/train=0.433, alignment/train=0.0925, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▌       | 118/469 [00:12<00:36,  9.57it/s, v_num=9, loss/train=0.433, alignment/train=0.0925, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▌       | 118/469 [00:12<00:36,  9.57it/s, v_num=9, loss/train=0.479, alignment/train=0.0953, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▌       | 119/469 [00:12<00:36,  9.60it/s, v_num=9, loss/train=0.479, alignment/train=0.0953, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  25%|██▌       | 119/469 [00:12<00:36,  9.60it/s, v_num=9, loss/train=0.590, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 120/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.590, alignment/train=0.122, uniformity/train=-3.37, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 120/469 [00:12<00:36,  9.63it/s, v_num=9, loss/train=0.519, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 121/469 [00:12<00:36,  9.59it/s, v_num=9, loss/train=0.519, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 121/469 [00:12<00:36,  9.59it/s, v_num=9, loss/train=0.514, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 122/469 [00:12<00:36,  9.60it/s, v_num=9, loss/train=0.514, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 122/469 [00:12<00:36,  9.60it/s, v_num=9, loss/train=0.521, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 123/469 [00:12<00:35,  9.63it/s, v_num=9, loss/train=0.521, alignment/train=0.120, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▌       | 123/469 [00:12<00:35,  9.63it/s, v_num=9, loss/train=0.495, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▋       | 124/469 [00:12<00:35,  9.64it/s, v_num=9, loss/train=0.495, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  26%|██▋       | 124/469 [00:12<00:35,  9.64it/s, v_num=9, loss/train=0.500, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 125/469 [00:12<00:35,  9.64it/s, v_num=9, loss/train=0.500, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 125/469 [00:12<00:35,  9.64it/s, v_num=9, loss/train=0.495, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 126/469 [00:13<00:35,  9.68it/s, v_num=9, loss/train=0.495, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 126/469 [00:13<00:35,  9.68it/s, v_num=9, loss/train=0.471, alignment/train=0.100, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 127/469 [00:13<00:35,  9.67it/s, v_num=9, loss/train=0.471, alignment/train=0.100, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 127/469 [00:13<00:35,  9.67it/s, v_num=9, loss/train=0.544, alignment/train=0.139, uniformity/train=-3.40, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 128/469 [00:13<00:35,  9.67it/s, v_num=9, loss/train=0.544, alignment/train=0.139, uniformity/train=-3.40, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  27%|██▋       | 128/469 [00:13<00:35,  9.66it/s, v_num=9, loss/train=0.613, alignment/train=0.131, uniformity/train=-3.35, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 129/469 [00:13<00:35,  9.70it/s, v_num=9, loss/train=0.613, alignment/train=0.131, uniformity/train=-3.35, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 129/469 [00:13<00:35,  9.70it/s, v_num=9, loss/train=0.594, alignment/train=0.135, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 130/469 [00:13<00:34,  9.69it/s, v_num=9, loss/train=0.594, alignment/train=0.135, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 130/469 [00:13<00:34,  9.69it/s, v_num=9, loss/train=0.537, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 131/469 [00:13<00:34,  9.72it/s, v_num=9, loss/train=0.537, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 131/469 [00:13<00:34,  9.72it/s, v_num=9, loss/train=0.512, alignment/train=0.0991, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 132/469 [00:13<00:34,  9.72it/s, v_num=9, loss/train=0.512, alignment/train=0.0991, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 132/469 [00:13<00:34,  9.72it/s, v_num=9, loss/train=0.585, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 133/469 [00:13<00:34,  9.70it/s, v_num=9, loss/train=0.585, alignment/train=0.108, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  28%|██▊       | 133/469 [00:13<00:34,  9.70it/s, v_num=9, loss/train=0.460, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▊       | 134/469 [00:13<00:34,  9.73it/s, v_num=9, loss/train=0.460, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▊       | 134/469 [00:13<00:34,  9.73it/s, v_num=9, loss/train=0.505, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 135/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.505, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 135/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.531, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 136/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.531, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 136/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.568, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 137/469 [00:13<00:33,  9.79it/s, v_num=9, loss/train=0.568, alignment/train=0.130, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 137/469 [00:13<00:33,  9.79it/s, v_num=9, loss/train=0.528, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 138/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.528, alignment/train=0.116, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  29%|██▉       | 138/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.553, alignment/train=0.0966, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|██▉       | 139/469 [00:14<00:33,  9.74it/s, v_num=9, loss/train=0.553, alignment/train=0.0966, uniformity/train=-3.31, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|██▉       | 139/469 [00:14<00:33,  9.74it/s, v_num=9, loss/train=0.507, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|██▉       | 140/469 [00:14<00:33,  9.77it/s, v_num=9, loss/train=0.507, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|██▉       | 140/469 [00:14<00:33,  9.77it/s, v_num=9, loss/train=0.458, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|███       | 141/469 [00:14<00:33,  9.80it/s, v_num=9, loss/train=0.458, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|███       | 141/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.455, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|███       | 142/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.455, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|███       | 142/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|███       | 143/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.563, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  30%|███       | 143/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.494, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███       | 144/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.494, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███       | 144/469 [00:14<00:33,  9.79it/s, v_num=9, loss/train=0.600, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███       | 145/469 [00:14<00:33,  9.81it/s, v_num=9, loss/train=0.600, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███       | 145/469 [00:14<00:33,  9.81it/s, v_num=9, loss/train=0.477, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███       | 146/469 [00:14<00:32,  9.81it/s, v_num=9, loss/train=0.477, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███       | 146/469 [00:14<00:32,  9.81it/s, v_num=9, loss/train=0.489, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███▏      | 147/469 [00:14<00:32,  9.82it/s, v_num=9, loss/train=0.489, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  31%|███▏      | 147/469 [00:14<00:32,  9.82it/s, v_num=9, loss/train=0.429, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 148/469 [00:15<00:32,  9.82it/s, v_num=9, loss/train=0.429, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 148/469 [00:15<00:32,  9.82it/s, v_num=9, loss/train=0.552, alignment/train=0.126, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 149/469 [00:15<00:32,  9.85it/s, v_num=9, loss/train=0.552, alignment/train=0.126, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 149/469 [00:15<00:32,  9.85it/s, v_num=9, loss/train=0.569, alignment/train=0.126, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 150/469 [00:15<00:32,  9.88it/s, v_num=9, loss/train=0.569, alignment/train=0.126, uniformity/train=-3.36, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 150/469 [00:15<00:32,  9.88it/s, v_num=9, loss/train=0.474, alignment/train=0.108, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 151/469 [00:15<00:32,  9.89it/s, v_num=9, loss/train=0.474, alignment/train=0.108, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 151/469 [00:15<00:32,  9.89it/s, v_num=9, loss/train=0.529, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 152/469 [00:15<00:31,  9.91it/s, v_num=9, loss/train=0.529, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  32%|███▏      | 152/469 [00:15<00:31,  9.91it/s, v_num=9, loss/train=0.490, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 153/469 [00:15<00:31,  9.94it/s, v_num=9, loss/train=0.490, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 153/469 [00:15<00:31,  9.94it/s, v_num=9, loss/train=0.500, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 154/469 [00:15<00:31,  9.94it/s, v_num=9, loss/train=0.500, alignment/train=0.123, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 154/469 [00:15<00:31,  9.94it/s, v_num=9, loss/train=0.436, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 155/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.436, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 155/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.517, alignment/train=0.140, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 156/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.517, alignment/train=0.140, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 156/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.560, alignment/train=0.121, uniformity/train=-3.37, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 157/469 [00:15<00:31,  9.92it/s, v_num=9, loss/train=0.560, alignment/train=0.121, uniformity/train=-3.37, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  33%|███▎      | 157/469 [00:15<00:31,  9.92it/s, v_num=9, loss/train=0.521, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▎      | 158/469 [00:16<00:31,  9.86it/s, v_num=9, loss/train=0.521, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▎      | 158/469 [00:16<00:31,  9.86it/s, v_num=9, loss/train=0.498, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▍      | 159/469 [00:16<00:31,  9.89it/s, v_num=9, loss/train=0.498, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▍      | 159/469 [00:16<00:31,  9.89it/s, v_num=9, loss/train=0.498, alignment/train=0.116, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▍      | 160/469 [00:16<00:31,  9.92it/s, v_num=9, loss/train=0.498, alignment/train=0.116, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▍      | 160/469 [00:16<00:31,  9.92it/s, v_num=9, loss/train=0.532, alignment/train=0.108, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▍      | 161/469 [00:16<00:30,  9.94it/s, v_num=9, loss/train=0.532, alignment/train=0.108, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  34%|███▍      | 161/469 [00:16<00:30,  9.94it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▍      | 162/469 [00:16<00:30,  9.92it/s, v_num=9, loss/train=0.476, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▍      | 162/469 [00:16<00:30,  9.92it/s, v_num=9, loss/train=0.538, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▍      | 163/469 [00:16<00:30,  9.91it/s, v_num=9, loss/train=0.538, alignment/train=0.105, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▍      | 163/469 [00:16<00:30,  9.91it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▍      | 164/469 [00:16<00:30,  9.94it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▍      | 164/469 [00:16<00:30,  9.94it/s, v_num=9, loss/train=0.514, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▌      | 165/469 [00:16<00:30,  9.96it/s, v_num=9, loss/train=0.514, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▌      | 165/469 [00:16<00:30,  9.96it/s, v_num=9, loss/train=0.562, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▌      | 166/469 [00:16<00:30,  9.97it/s, v_num=9, loss/train=0.562, alignment/train=0.124, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  35%|███▌      | 166/469 [00:16<00:30,  9.97it/s, v_num=9, loss/train=0.432, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 167/469 [00:16<00:30,  9.96it/s, v_num=9, loss/train=0.432, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 167/469 [00:16<00:30,  9.96it/s, v_num=9, loss/train=0.549, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 168/469 [00:16<00:30,  9.96it/s, v_num=9, loss/train=0.549, alignment/train=0.115, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 168/469 [00:16<00:30,  9.96it/s, v_num=9, loss/train=0.514, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 169/469 [00:16<00:30,  9.97it/s, v_num=9, loss/train=0.514, alignment/train=0.123, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 169/469 [00:16<00:30,  9.97it/s, v_num=9, loss/train=0.569, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 170/469 [00:17<00:29,  9.98it/s, v_num=9, loss/train=0.569, alignment/train=0.115, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▌      | 170/469 [00:17<00:29,  9.98it/s, v_num=9, loss/train=0.550, alignment/train=0.104, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▋      | 171/469 [00:17<00:29,  9.98it/s, v_num=9, loss/train=0.550, alignment/train=0.104, uniformity/train=-3.31, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  36%|███▋      | 171/469 [00:17<00:29,  9.98it/s, v_num=9, loss/train=0.522, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 172/469 [00:17<00:29,  9.98it/s, v_num=9, loss/train=0.522, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 172/469 [00:17<00:29,  9.98it/s, v_num=9, loss/train=0.488, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 173/469 [00:17<00:29,  9.99it/s, v_num=9, loss/train=0.488, alignment/train=0.109, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 173/469 [00:17<00:29,  9.99it/s, v_num=9, loss/train=0.549, alignment/train=0.0962, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 174/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.549, alignment/train=0.0962, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 174/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.514, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 175/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.514, alignment/train=0.112, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  37%|███▋      | 175/469 [00:17<00:29, 10.01it/s, v_num=9, loss/train=0.414, alignment/train=0.0964, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 176/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.414, alignment/train=0.0964, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 176/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.486, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 177/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.486, alignment/train=0.103, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 177/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.495, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 178/469 [00:17<00:29, 10.02it/s, v_num=9, loss/train=0.495, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 178/469 [00:17<00:29, 10.02it/s, v_num=9, loss/train=0.577, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 179/469 [00:17<00:28, 10.05it/s, v_num=9, loss/train=0.577, alignment/train=0.113, uniformity/train=-3.31, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 179/469 [00:17<00:28, 10.05it/s, v_num=9, loss/train=0.556, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 180/469 [00:17<00:28, 10.04it/s, v_num=9, loss/train=0.556, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  38%|███▊      | 180/469 [00:17<00:28, 10.04it/s, v_num=9, loss/train=0.526, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▊      | 181/469 [00:18<00:28, 10.01it/s, v_num=9, loss/train=0.526, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▊      | 181/469 [00:18<00:28, 10.01it/s, v_num=9, loss/train=0.484, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 182/469 [00:18<00:28, 10.04it/s, v_num=9, loss/train=0.484, alignment/train=0.113, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 182/469 [00:18<00:28, 10.04it/s, v_num=9, loss/train=0.460, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 183/469 [00:18<00:28, 10.05it/s, v_num=9, loss/train=0.460, alignment/train=0.117, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 183/469 [00:18<00:28, 10.05it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 184/469 [00:18<00:28, 10.03it/s, v_num=9, loss/train=0.585, alignment/train=0.124, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 184/469 [00:18<00:28, 10.03it/s, v_num=9, loss/train=0.522, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 185/469 [00:18<00:28, 10.06it/s, v_num=9, loss/train=0.522, alignment/train=0.107, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  39%|███▉      | 185/469 [00:18<00:28, 10.06it/s, v_num=9, loss/train=0.557, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|███▉      | 186/469 [00:18<00:28, 10.08it/s, v_num=9, loss/train=0.557, alignment/train=0.105, uniformity/train=-3.32, contrastive_acc/train=0.953, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|███▉      | 186/469 [00:18<00:28, 10.08it/s, v_num=9, loss/train=0.532, alignment/train=0.133, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|███▉      | 187/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.532, alignment/train=0.133, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|███▉      | 187/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|████      | 188/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|████      | 188/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.534, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|████      | 189/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.534, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  40%|████      | 189/469 [00:18<00:27, 10.08it/s, v_num=9, loss/train=0.501, alignment/train=0.0987, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 190/469 [00:18<00:27, 10.09it/s, v_num=9, loss/train=0.501, alignment/train=0.0987, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 190/469 [00:18<00:27, 10.09it/s, v_num=9, loss/train=0.504, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 191/469 [00:18<00:27, 10.10it/s, v_num=9, loss/train=0.504, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 191/469 [00:18<00:27, 10.09it/s, v_num=9, loss/train=0.472, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 192/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.472, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 192/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.520, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 193/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.520, alignment/train=0.116, uniformity/train=-3.30, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████      | 193/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.540, alignment/train=0.105, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████▏     | 194/469 [00:19<00:27, 10.12it/s, v_num=9, loss/train=0.540, alignment/train=0.105, uniformity/train=-3.27, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  41%|████▏     | 194/469 [00:19<00:27, 10.12it/s, v_num=9, loss/train=0.534, alignment/train=0.091, uniformity/train=-3.28, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 195/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.534, alignment/train=0.091, uniformity/train=-3.28, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 195/469 [00:19<00:27, 10.10it/s, v_num=9, loss/train=0.526, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 196/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.526, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 196/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.520, alignment/train=0.0968, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 197/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.520, alignment/train=0.0968, uniformity/train=-3.29, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 197/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.601, alignment/train=0.0983, uniformity/train=-3.13, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 198/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.601, alignment/train=0.0983, uniformity/train=-3.13, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 198/469 [00:19<00:26, 10.12it/s, v_num=9, loss/train=0.455, alignment/train=0.103, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 199/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.455, alignment/train=0.103, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  42%|████▏     | 199/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.498, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 200/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.498, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 200/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.542, alignment/train=0.123, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 201/469 [00:19<00:26, 10.14it/s, v_num=9, loss/train=0.542, alignment/train=0.123, uniformity/train=-3.26, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 201/469 [00:19<00:26, 10.14it/s, v_num=9, loss/train=0.502, alignment/train=0.102, uniformity/train=-3.25, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 202/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.502, alignment/train=0.102, uniformity/train=-3.25, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 202/469 [00:19<00:26, 10.13it/s, v_num=9, loss/train=0.472, alignment/train=0.0991, uniformity/train=-3.28, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 203/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.472, alignment/train=0.0991, uniformity/train=-3.28, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 203/469 [00:19<00:26, 10.15it/s, v_num=9, loss/train=0.478, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 204/469 [00:20<00:26, 10.17it/s, v_num=9, loss/train=0.478, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  43%|████▎     | 204/469 [00:20<00:26, 10.17it/s, v_num=9, loss/train=0.541, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▎     | 205/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.541, alignment/train=0.121, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▎     | 205/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.552, alignment/train=0.101, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▍     | 206/469 [00:20<00:25, 10.17it/s, v_num=9, loss/train=0.552, alignment/train=0.101, uniformity/train=-3.24, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▍     | 206/469 [00:20<00:25, 10.17it/s, v_num=9, loss/train=0.484, alignment/train=0.104, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▍     | 207/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.484, alignment/train=0.104, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▍     | 207/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▍     | 208/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  44%|████▍     | 208/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.475, alignment/train=0.099, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▍     | 209/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.475, alignment/train=0.099, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▍     | 209/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.521, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▍     | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.521, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▍     | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.517, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▍     | 211/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.517, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▍     | 211/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.516, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▌     | 212/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.516, alignment/train=0.103, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▌     | 212/469 [00:20<00:25, 10.18it/s, v_num=9, loss/train=0.439, alignment/train=0.0982, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▌     | 213/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.439, alignment/train=0.0982, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  45%|████▌     | 213/469 [00:20<00:25, 10.19it/s, v_num=9, loss/train=0.510, alignment/train=0.0992, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▌     | 214/469 [00:20<00:24, 10.21it/s, v_num=9, loss/train=0.510, alignment/train=0.0992, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▌     | 214/469 [00:20<00:24, 10.21it/s, v_num=9, loss/train=0.516, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▌     | 215/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.516, alignment/train=0.117, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▌     | 215/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.523, alignment/train=0.124, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▌     | 216/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.523, alignment/train=0.124, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▌     | 216/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.555, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▋     | 217/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.555, alignment/train=0.119, uniformity/train=-3.33, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▋     | 217/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.493, alignment/train=0.101, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▋     | 218/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.493, alignment/train=0.101, uniformity/train=-3.32, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  46%|████▋     | 218/469 [00:21<00:24, 10.22it/s, v_num=9, loss/train=0.513, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 219/469 [00:21<00:24, 10.24it/s, v_num=9, loss/train=0.513, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 219/469 [00:21<00:24, 10.24it/s, v_num=9, loss/train=0.486, alignment/train=0.0983, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 220/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.486, alignment/train=0.0983, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 220/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.485, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 221/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.485, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 221/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.500, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 222/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.500, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  47%|████▋     | 222/469 [00:21<00:24, 10.21it/s, v_num=9, loss/train=0.553, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 223/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.553, alignment/train=0.121, uniformity/train=-3.31, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 223/469 [00:21<00:24, 10.23it/s, v_num=9, loss/train=0.579, alignment/train=0.0991, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 224/469 [00:21<00:23, 10.25it/s, v_num=9, loss/train=0.579, alignment/train=0.0991, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 224/469 [00:21<00:23, 10.25it/s, v_num=9, loss/train=0.526, alignment/train=0.119, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 225/469 [00:21<00:23, 10.26it/s, v_num=9, loss/train=0.526, alignment/train=0.119, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 225/469 [00:21<00:23, 10.26it/s, v_num=9, loss/train=0.447, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 226/469 [00:22<00:23, 10.23it/s, v_num=9, loss/train=0.447, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 226/469 [00:22<00:23, 10.23it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 227/469 [00:22<00:23, 10.22it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  48%|████▊     | 227/469 [00:22<00:23, 10.22it/s, v_num=9, loss/train=0.472, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▊     | 228/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.472, alignment/train=0.107, uniformity/train=-3.31, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▊     | 228/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.509, alignment/train=0.0962, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 229/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.509, alignment/train=0.0962, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 229/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.461, alignment/train=0.0929, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 230/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.461, alignment/train=0.0929, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 230/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.479, alignment/train=0.0906, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 231/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.479, alignment/train=0.0906, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 231/469 [00:22<00:23, 10.24it/s, v_num=9, loss/train=0.508, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 232/469 [00:22<00:23, 10.25it/s, v_num=9, loss/train=0.508, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  49%|████▉     | 232/469 [00:22<00:23, 10.25it/s, v_num=9, loss/train=0.475, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|████▉     | 233/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.475, alignment/train=0.114, uniformity/train=-3.33, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|████▉     | 233/469 [00:22<00:23, 10.26it/s, v_num=9, loss/train=0.449, alignment/train=0.0957, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|████▉     | 234/469 [00:22<00:22, 10.28it/s, v_num=9, loss/train=0.449, alignment/train=0.0957, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|████▉     | 234/469 [00:22<00:22, 10.28it/s, v_num=9, loss/train=0.461, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|█████     | 235/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.461, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|█████     | 235/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.520, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|█████     | 236/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.520, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  50%|█████     | 236/469 [00:22<00:22, 10.29it/s, v_num=9, loss/train=0.536, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 237/469 [00:23<00:22, 10.26it/s, v_num=9, loss/train=0.536, alignment/train=0.116, uniformity/train=-3.33, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 237/469 [00:23<00:22, 10.25it/s, v_num=9, loss/train=0.450, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 238/469 [00:23<00:22, 10.26it/s, v_num=9, loss/train=0.450, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 238/469 [00:23<00:22, 10.26it/s, v_num=9, loss/train=0.446, alignment/train=0.0958, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 239/469 [00:23<00:22, 10.28it/s, v_num=9, loss/train=0.446, alignment/train=0.0958, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 239/469 [00:23<00:22, 10.28it/s, v_num=9, loss/train=0.535, alignment/train=0.0967, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 240/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.535, alignment/train=0.0967, uniformity/train=-3.31, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████     | 240/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.448, alignment/train=0.0969, uniformity/train=-3.32, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████▏    | 241/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.448, alignment/train=0.0969, uniformity/train=-3.32, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  51%|█████▏    | 241/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.451, alignment/train=0.0965, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 242/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.451, alignment/train=0.0965, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 242/469 [00:23<00:22, 10.29it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 243/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 243/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.508, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 244/469 [00:23<00:21, 10.30it/s, v_num=9, loss/train=0.508, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 244/469 [00:23<00:21, 10.30it/s, v_num=9, loss/train=0.487, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 245/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.487, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 245/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.524, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 246/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.524, alignment/train=0.118, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  52%|█████▏    | 246/469 [00:23<00:21, 10.29it/s, v_num=9, loss/train=0.429, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 247/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.429, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 247/469 [00:23<00:21, 10.31it/s, v_num=9, loss/train=0.497, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 248/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.497, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 248/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.542, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 249/469 [00:24<00:21, 10.30it/s, v_num=9, loss/train=0.542, alignment/train=0.108, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 249/469 [00:24<00:21, 10.30it/s, v_num=9, loss/train=0.428, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 250/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.428, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  53%|█████▎    | 250/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.423, alignment/train=0.0987, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▎    | 251/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.423, alignment/train=0.0987, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▎    | 251/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.470, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▎    | 252/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.470, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▎    | 252/469 [00:24<00:21, 10.32it/s, v_num=9, loss/train=0.420, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▍    | 253/469 [00:24<00:20, 10.33it/s, v_num=9, loss/train=0.420, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▍    | 253/469 [00:24<00:20, 10.33it/s, v_num=9, loss/train=0.552, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▍    | 254/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.552, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▍    | 254/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.432, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▍    | 255/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.432, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  54%|█████▍    | 255/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.941, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▍    | 256/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.560, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.941, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▍    | 256/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.516, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▍    | 257/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.516, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▍    | 257/469 [00:24<00:20, 10.34it/s, v_num=9, loss/train=0.420, alignment/train=0.0996, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▌    | 258/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.420, alignment/train=0.0996, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▌    | 258/469 [00:24<00:20, 10.35it/s, v_num=9, loss/train=0.569, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▌    | 259/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.569, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▌    | 259/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.424, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▌    | 260/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.424, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  55%|█████▌    | 260/469 [00:25<00:20, 10.34it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▌    | 261/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.541, alignment/train=0.113, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▌    | 261/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.469, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▌    | 262/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.469, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▌    | 262/469 [00:25<00:20, 10.35it/s, v_num=9, loss/train=0.407, alignment/train=0.096, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▌    | 263/469 [00:25<00:19, 10.35it/s, v_num=9, loss/train=0.407, alignment/train=0.096, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▌    | 263/469 [00:25<00:19, 10.35it/s, v_num=9, loss/train=0.511, alignment/train=0.114, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▋    | 264/469 [00:25<00:19, 10.35it/s, v_num=9, loss/train=0.511, alignment/train=0.114, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  56%|█████▋    | 264/469 [00:25<00:19, 10.34it/s, v_num=9, loss/train=0.547, alignment/train=0.126, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 265/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.547, alignment/train=0.126, uniformity/train=-3.33, contrastive_acc/train=0.957, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 265/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.517, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 266/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.517, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 266/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.469, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 267/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.469, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 267/469 [00:25<00:19, 10.36it/s, v_num=9, loss/train=0.510, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 268/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.510, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 268/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.495, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 269/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.495, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  57%|█████▋    | 269/469 [00:25<00:19, 10.37it/s, v_num=9, loss/train=0.509, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 270/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.509, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 270/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.493, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 271/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.493, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 271/469 [00:26<00:19, 10.37it/s, v_num=9, loss/train=0.469, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 272/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.469, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 272/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.391, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 273/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.391, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 273/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.462, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 274/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.462, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  58%|█████▊    | 274/469 [00:26<00:18, 10.38it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▊    | 275/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▊    | 275/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.503, alignment/train=0.118, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 276/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.503, alignment/train=0.118, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 276/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.542, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 277/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.542, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 277/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.574, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 278/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.574, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 278/469 [00:26<00:18, 10.39it/s, v_num=9, loss/train=0.503, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 279/469 [00:26<00:18, 10.41it/s, v_num=9, loss/train=0.503, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  59%|█████▉    | 279/469 [00:26<00:18, 10.41it/s, v_num=9, loss/train=0.384, alignment/train=0.096, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|█████▉    | 280/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.384, alignment/train=0.096, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|█████▉    | 280/469 [00:26<00:18, 10.40it/s, v_num=9, loss/train=0.497, alignment/train=0.112, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|█████▉    | 281/469 [00:27<00:18, 10.38it/s, v_num=9, loss/train=0.497, alignment/train=0.112, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|█████▉    | 281/469 [00:27<00:18, 10.38it/s, v_num=9, loss/train=0.467, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|██████    | 282/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.467, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|██████    | 282/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.472, alignment/train=0.128, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|██████    | 283/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.472, alignment/train=0.128, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  60%|██████    | 283/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.492, alignment/train=0.0895, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 284/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.492, alignment/train=0.0895, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 284/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.456, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 285/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.456, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 285/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.453, alignment/train=0.0925, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 286/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.453, alignment/train=0.0925, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 286/469 [00:27<00:17, 10.39it/s, v_num=9, loss/train=0.454, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 287/469 [00:27<00:17, 10.40it/s, v_num=9, loss/train=0.454, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████    | 287/469 [00:27<00:17, 10.40it/s, v_num=9, loss/train=0.515, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████▏   | 288/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.515, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  61%|██████▏   | 288/469 [00:27<00:17, 10.41it/s, v_num=9, loss/train=0.429, alignment/train=0.0995, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 289/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.429, alignment/train=0.0995, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 289/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.464, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 290/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.464, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 290/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.457, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 291/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.457, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 291/469 [00:27<00:17, 10.42it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 292/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 292/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.469, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 293/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.469, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  62%|██████▏   | 293/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.480, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 294/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.480, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 294/469 [00:28<00:16, 10.42it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 295/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 295/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.424, alignment/train=0.0902, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 296/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.424, alignment/train=0.0902, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 296/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.439, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 297/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.439, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  63%|██████▎   | 297/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.497, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▎   | 298/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.497, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▎   | 298/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.422, alignment/train=0.0978, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 299/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.422, alignment/train=0.0978, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 299/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.417, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 300/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.417, alignment/train=0.0977, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 300/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.441, alignment/train=0.124, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 301/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.441, alignment/train=0.124, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 301/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.454, alignment/train=0.0927, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 302/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.454, alignment/train=0.0927, uniformity/train=-3.37, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  64%|██████▍   | 302/469 [00:28<00:16, 10.43it/s, v_num=9, loss/train=0.422, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▍   | 303/469 [00:29<00:15, 10.44it/s, v_num=9, loss/train=0.422, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▍   | 303/469 [00:29<00:15, 10.44it/s, v_num=9, loss/train=0.439, alignment/train=0.0978, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▍   | 304/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.439, alignment/train=0.0978, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▍   | 304/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.450, alignment/train=0.0951, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▌   | 305/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.450, alignment/train=0.0951, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▌   | 305/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.432, alignment/train=0.094, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▌   | 306/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.432, alignment/train=0.094, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▌   | 306/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.437, alignment/train=0.0887, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▌   | 307/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.437, alignment/train=0.0887, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  65%|██████▌   | 307/469 [00:29<00:15, 10.45it/s, v_num=9, loss/train=0.482, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▌   | 308/469 [00:29<00:15, 10.46it/s, v_num=9, loss/train=0.482, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▌   | 308/469 [00:29<00:15, 10.46it/s, v_num=9, loss/train=0.465, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▌   | 309/469 [00:29<00:15, 10.47it/s, v_num=9, loss/train=0.465, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▌   | 309/469 [00:29<00:15, 10.47it/s, v_num=9, loss/train=0.430, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▌   | 310/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.430, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▌   | 310/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.461, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▋   | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.461, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  66%|██████▋   | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.500, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 312/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.500, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 312/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.458, alignment/train=0.0979, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 313/469 [00:29<00:14, 10.47it/s, v_num=9, loss/train=0.458, alignment/train=0.0979, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 313/469 [00:29<00:14, 10.47it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 314/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 314/469 [00:29<00:14, 10.48it/s, v_num=9, loss/train=0.460, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 315/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.460, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 315/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.453, alignment/train=0.0947, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.453, alignment/train=0.0947, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  67%|██████▋   | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.492, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 317/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.492, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 317/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.480, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 318/469 [00:30<00:14, 10.47it/s, v_num=9, loss/train=0.480, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 318/469 [00:30<00:14, 10.47it/s, v_num=9, loss/train=0.482, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 319/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.482, alignment/train=0.106, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 319/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.421, alignment/train=0.0991, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 320/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.421, alignment/train=0.0991, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 320/469 [00:30<00:14, 10.49it/s, v_num=9, loss/train=0.479, alignment/train=0.0989, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 321/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.479, alignment/train=0.0989, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  68%|██████▊   | 321/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▊   | 322/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▊   | 322/469 [00:30<00:14, 10.48it/s, v_num=9, loss/train=0.446, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▉   | 323/469 [00:30<00:13, 10.48it/s, v_num=9, loss/train=0.446, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▉   | 323/469 [00:30<00:13, 10.48it/s, v_num=9, loss/train=0.391, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▉   | 324/469 [00:30<00:13, 10.49it/s, v_num=9, loss/train=0.391, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▉   | 324/469 [00:30<00:13, 10.49it/s, v_num=9, loss/train=0.397, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▉   | 325/469 [00:30<00:13, 10.50it/s, v_num=9, loss/train=0.397, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  69%|██████▉   | 325/469 [00:30<00:13, 10.50it/s, v_num=9, loss/train=0.427, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|██████▉   | 326/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.427, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|██████▉   | 326/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.457, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|██████▉   | 327/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.457, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|██████▉   | 327/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.481, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|██████▉   | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.481, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|██████▉   | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.507, alignment/train=0.0999, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|███████   | 329/469 [00:31<00:13, 10.48it/s, v_num=9, loss/train=0.507, alignment/train=0.0999, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|███████   | 329/469 [00:31<00:13, 10.48it/s, v_num=9, loss/train=0.464, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|███████   | 330/469 [00:31<00:13, 10.49it/s, v_num=9, loss/train=0.464, alignment/train=0.110, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  70%|███████   | 330/469 [00:31<00:13, 10.48it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 331/469 [00:31<00:13, 10.49it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 331/469 [00:31<00:13, 10.49it/s, v_num=9, loss/train=0.481, alignment/train=0.127, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 332/469 [00:31<00:13, 10.50it/s, v_num=9, loss/train=0.481, alignment/train=0.127, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 332/469 [00:31<00:13, 10.50it/s, v_num=9, loss/train=0.412, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 333/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.412, alignment/train=0.119, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 333/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.449, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 334/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.449, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████   | 334/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.382, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████▏  | 335/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.382, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  71%|███████▏  | 335/469 [00:31<00:12, 10.50it/s, v_num=9, loss/train=0.416, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 336/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.416, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 336/469 [00:31<00:12, 10.51it/s, v_num=9, loss/train=0.501, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 337/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.501, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.945, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 337/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.502, alignment/train=0.0983, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 338/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.502, alignment/train=0.0983, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 338/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.404, alignment/train=0.111, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 339/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.404, alignment/train=0.111, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 339/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 340/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  72%|███████▏  | 340/469 [00:32<00:12, 10.51it/s, v_num=9, loss/train=0.391, alignment/train=0.0982, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 341/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.391, alignment/train=0.0982, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 341/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.452, alignment/train=0.0962, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 342/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.452, alignment/train=0.0962, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 342/469 [00:32<00:12, 10.52it/s, v_num=9, loss/train=0.472, alignment/train=0.0957, uniformity/train=-3.31, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 343/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.472, alignment/train=0.0957, uniformity/train=-3.31, contrastive_acc/train=1.000, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 343/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.477, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 344/469 [00:32<00:11, 10.53it/s, v_num=9, loss/train=0.477, alignment/train=0.100, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  73%|███████▎  | 344/469 [00:32<00:11, 10.53it/s, v_num=9, loss/train=0.413, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▎  | 345/469 [00:32<00:11, 10.51it/s, v_num=9, loss/train=0.413, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▎  | 345/469 [00:32<00:11, 10.51it/s, v_num=9, loss/train=0.438, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 346/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.438, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 346/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.487, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 347/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.487, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 347/469 [00:32<00:11, 10.52it/s, v_num=9, loss/train=0.506, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 348/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.506, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 348/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.516, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 349/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.516, alignment/train=0.105, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  74%|███████▍  | 349/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▍  | 350/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.443, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▍  | 350/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.495, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▍  | 351/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.495, alignment/train=0.128, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▍  | 351/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.502, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▌  | 352/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.502, alignment/train=0.109, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▌  | 352/469 [00:33<00:11, 10.53it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▌  | 353/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▌  | 353/469 [00:33<00:11, 10.52it/s, v_num=9, loss/train=0.383, alignment/train=0.0932, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▌  | 354/469 [00:33<00:10, 10.54it/s, v_num=9, loss/train=0.383, alignment/train=0.0932, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  75%|███████▌  | 354/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.450, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▌  | 355/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.450, alignment/train=0.106, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▌  | 355/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.446, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▌  | 356/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.446, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▌  | 356/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▌  | 357/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▌  | 357/469 [00:33<00:10, 10.53it/s, v_num=9, loss/train=0.482, alignment/train=0.0893, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▋  | 358/469 [00:33<00:10, 10.54it/s, v_num=9, loss/train=0.482, alignment/train=0.0893, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  76%|███████▋  | 358/469 [00:33<00:10, 10.54it/s, v_num=9, loss/train=0.426, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 359/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.426, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 359/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.480, alignment/train=0.0938, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 360/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.480, alignment/train=0.0938, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 360/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.494, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 361/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.494, alignment/train=0.104, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 361/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.537, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 362/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.537, alignment/train=0.101, uniformity/train=-3.34, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 362/469 [00:34<00:10, 10.55it/s, v_num=9, loss/train=0.474, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 363/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.474, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  77%|███████▋  | 363/469 [00:34<00:10, 10.54it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 364/469 [00:34<00:09, 10.54it/s, v_num=9, loss/train=0.470, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 364/469 [00:34<00:09, 10.54it/s, v_num=9, loss/train=0.463, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 365/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.463, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 365/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.522, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 366/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.522, alignment/train=0.111, uniformity/train=-3.33, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 366/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.0967, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 367/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.0967, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 367/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.479, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 368/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.479, alignment/train=0.118, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  78%|███████▊  | 368/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.514, alignment/train=0.0932, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▊  | 369/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.514, alignment/train=0.0932, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▊  | 369/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.517, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▉  | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.517, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▉  | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.424, alignment/train=0.118, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▉  | 371/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.424, alignment/train=0.118, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▉  | 371/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.473, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▉  | 372/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.473, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  79%|███████▉  | 372/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.479, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|███████▉  | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.479, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|███████▉  | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.389, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|███████▉  | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.389, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|███████▉  | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.411, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|███████▉  | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.411, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|███████▉  | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|████████  | 376/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|████████  | 376/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.401, alignment/train=0.0924, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|████████  | 377/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.401, alignment/train=0.0924, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  80%|████████  | 377/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.575, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 378/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.575, alignment/train=0.120, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 378/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.423, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 379/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.423, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 379/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.451, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.451, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.477, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 381/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.477, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████  | 381/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.408, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████▏ | 382/469 [00:36<00:08, 10.56it/s, v_num=9, loss/train=0.408, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  81%|████████▏ | 382/469 [00:36<00:08, 10.56it/s, v_num=9, loss/train=0.503, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 383/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.503, alignment/train=0.119, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 383/469 [00:36<00:08, 10.57it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.443, alignment/train=0.0989, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.443, alignment/train=0.0989, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.413, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.413, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.459, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 387/469 [00:36<00:07, 10.57it/s, v_num=9, loss/train=0.459, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 387/469 [00:36<00:07, 10.57it/s, v_num=9, loss/train=0.456, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.456, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.471, alignment/train=0.126, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 389/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.471, alignment/train=0.126, uniformity/train=-3.37, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 389/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.519, alignment/train=0.114, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.519, alignment/train=0.114, uniformity/train=-3.30, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.494, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.494, alignment/train=0.118, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.426, alignment/train=0.0883, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.426, alignment/train=0.0883, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.506, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 393/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.506, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 393/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.464, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 394/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.464, alignment/train=0.108, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 394/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.437, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 395/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.437, alignment/train=0.100, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 395/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 396/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  84%|████████▍ | 396/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▍ | 397/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.454, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▍ | 397/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.507, alignment/train=0.129, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▍ | 398/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.507, alignment/train=0.129, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▍ | 398/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.458, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.458, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▌ | 400/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  85%|████████▌ | 400/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.447, alignment/train=0.0795, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 401/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.447, alignment/train=0.0795, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 401/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.460, alignment/train=0.0942, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 402/469 [00:37<00:06, 10.62it/s, v_num=9, loss/train=0.460, alignment/train=0.0942, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 402/469 [00:37<00:06, 10.62it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 403/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 403/469 [00:37<00:06, 10.63it/s, v_num=9, loss/train=0.471, alignment/train=0.0926, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 404/469 [00:38<00:06, 10.61it/s, v_num=9, loss/train=0.471, alignment/train=0.0926, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▌ | 404/469 [00:38<00:06, 10.61it/s, v_num=9, loss/train=0.493, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.493, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.450, alignment/train=0.095, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 406/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.450, alignment/train=0.095, uniformity/train=-3.33, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 406/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.436, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 407/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.436, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 407/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.458, alignment/train=0.0937, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 408/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.458, alignment/train=0.0937, uniformity/train=-3.32, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 408/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.485, alignment/train=0.0927, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 409/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.485, alignment/train=0.0927, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 409/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.464, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 410/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.464, alignment/train=0.102, uniformity/train=-3.31, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  87%|████████▋ | 410/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.446, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 411/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.446, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 411/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.498, alignment/train=0.125, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 412/469 [00:38<00:05, 10.63it/s, v_num=9, loss/train=0.498, alignment/train=0.125, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 412/469 [00:38<00:05, 10.63it/s, v_num=9, loss/train=0.529, alignment/train=0.0907, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 413/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.529, alignment/train=0.0907, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 413/469 [00:38<00:05, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.501, alignment/train=0.115, uniformity/train=-3.35, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.460, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 415/469 [00:39<00:05, 10.62it/s, v_num=9, loss/train=0.460, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  88%|████████▊ | 415/469 [00:39<00:05, 10.62it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.434, alignment/train=0.0961, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▉ | 417/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.434, alignment/train=0.0961, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▉ | 417/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.538, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.538, alignment/train=0.117, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.476, alignment/train=0.0931, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▉ | 419/469 [00:39<00:04, 10.61it/s, v_num=9, loss/train=0.476, alignment/train=0.0931, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  89%|████████▉ | 419/469 [00:39<00:04, 10.61it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|████████▉ | 420/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|████████▉ | 420/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.572, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.572, alignment/train=0.105, uniformity/train=-3.30, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.431, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.431, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.516, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.516, alignment/train=0.112, uniformity/train=-3.31, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.487, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|█████████ | 424/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.487, alignment/train=0.115, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  90%|█████████ | 424/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.400, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████ | 426/469 [00:40<00:04, 10.63it/s, v_num=9, loss/train=0.400, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████ | 426/469 [00:40<00:04, 10.63it/s, v_num=9, loss/train=0.427, alignment/train=0.0942, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████ | 427/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.427, alignment/train=0.0942, uniformity/train=-3.31, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████ | 427/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.581, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.581, alignment/train=0.109, uniformity/train=-3.33, contrastive_acc/train=0.965, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.422, alignment/train=0.0975, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████▏| 429/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.422, alignment/train=0.0975, uniformity/train=-3.32, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  91%|█████████▏| 429/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.515, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 430/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.515, alignment/train=0.105, uniformity/train=-3.28, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 430/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.539, alignment/train=0.110, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 431/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.539, alignment/train=0.110, uniformity/train=-3.30, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 431/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.421, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.421, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.503, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.503, alignment/train=0.104, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.437, alignment/train=0.0995, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 434/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.437, alignment/train=0.0995, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 434/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.476, alignment/train=0.108, uniformity/train=-3.31, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.537, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.537, alignment/train=0.113, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.452, alignment/train=0.0909, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 437/469 [00:41<00:03, 10.65it/s, v_num=9, loss/train=0.452, alignment/train=0.0909, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 437/469 [00:41<00:03, 10.65it/s, v_num=9, loss/train=0.522, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.522, alignment/train=0.117, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.424, alignment/train=0.0917, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▎| 439/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.424, alignment/train=0.0917, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▎| 439/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.425, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 440/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.425, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 440/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.483, alignment/train=0.111, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.483, alignment/train=0.111, uniformity/train=-3.35, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.410, alignment/train=0.0979, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.410, alignment/train=0.0979, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.429, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 443/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.429, alignment/train=0.112, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  94%|█████████▍| 443/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.421, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▍| 444/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.421, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▍| 444/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.441, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.441, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.506, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▌| 446/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.506, alignment/train=0.113, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▌| 446/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.423, alignment/train=0.0965, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▌| 447/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.423, alignment/train=0.0965, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  95%|█████████▌| 447/469 [00:41<00:02, 10.68it/s, v_num=9, loss/train=0.411, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.411, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.450, alignment/train=0.0958, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 449/469 [00:42<00:01, 10.65it/s, v_num=9, loss/train=0.450, alignment/train=0.0958, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 449/469 [00:42<00:01, 10.65it/s, v_num=9, loss/train=0.466, alignment/train=0.0989, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 450/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.466, alignment/train=0.0989, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 450/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.451, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.451, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.477, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 453/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.477, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 453/469 [00:42<00:01, 10.70it/s, v_num=9, loss/train=0.534, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.534, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.463, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 455/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.463, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 455/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.482, alignment/train=0.0931, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.482, alignment/train=0.0931, uniformity/train=-3.34, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.485, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.485, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.464, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 458/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.464, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.969, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 458/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.512, alignment/train=0.0926, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.512, alignment/train=0.0926, uniformity/train=-3.28, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.408, alignment/train=0.0966, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 460/469 [00:42<00:00, 10.80it/s, v_num=9, loss/train=0.408, alignment/train=0.0966, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 460/469 [00:42<00:00, 10.80it/s, v_num=9, loss/train=0.458, alignment/train=0.125, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.458, alignment/train=0.125, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.419, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.419, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.447, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▊| 463/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.447, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▊| 463/469 [00:42<00:00, 10.84it/s, v_num=9, loss/train=0.354, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.354, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.428, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▉| 465/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.428, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▉| 465/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.512, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▉| 466/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.512, alignment/train=0.130, uniformity/train=-3.38, contrastive_acc/train=0.949, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:  99%|█████████▉| 466/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.437, alignment/train=0.0959, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.437, alignment/train=0.0959, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.442, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 468/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.442, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|█████████▉| 468/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.410, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|██████████| 469/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.410, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|██████████| 469/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.914, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]

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Epoch 2: 100%|██████████| 469/469 [00:48<00:00,  9.59it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2: 100%|██████████| 469/469 [00:48<00:00,  9.59it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 2:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   0%|          | 1/469 [00:01<12:49,  0.61it/s, v_num=9, loss/train=0.298, alignment/train=0.0952, uniformity/train=-3.34, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   0%|          | 1/469 [00:01<12:51,  0.61it/s, v_num=9, loss/train=0.455, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   0%|          | 2/469 [00:01<06:44,  1.16it/s, v_num=9, loss/train=0.455, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   0%|          | 2/469 [00:01<06:44,  1.15it/s, v_num=9, loss/train=0.431, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|          | 3/469 [00:01<04:44,  1.64it/s, v_num=9, loss/train=0.431, alignment/train=0.107, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|          | 3/469 [00:01<04:45,  1.63it/s, v_num=9, loss/train=0.449, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|          | 4/469 [00:01<03:40,  2.11it/s, v_num=9, loss/train=0.449, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|          | 4/469 [00:01<03:40,  2.11it/s, v_num=9, loss/train=0.440, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|          | 5/469 [00:01<03:03,  2.53it/s, v_num=9, loss/train=0.440, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|          | 5/469 [00:01<03:03,  2.53it/s, v_num=9, loss/train=0.422, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|▏         | 6/469 [00:02<02:40,  2.89it/s, v_num=9, loss/train=0.422, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.477, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|▏         | 7/469 [00:02<02:24,  3.20it/s, v_num=9, loss/train=0.477, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   1%|▏         | 7/469 [00:02<02:24,  3.20it/s, v_num=9, loss/train=0.597, alignment/train=0.123, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 8/469 [00:02<02:13,  3.46it/s, v_num=9, loss/train=0.597, alignment/train=0.123, uniformity/train=-3.28, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 8/469 [00:02<02:13,  3.46it/s, v_num=9, loss/train=0.438, alignment/train=0.100, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 9/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.438, alignment/train=0.100, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 9/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.395, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 10/469 [00:02<01:53,  4.04it/s, v_num=9, loss/train=0.395, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 10/469 [00:02<01:53,  4.04it/s, v_num=9, loss/train=0.472, alignment/train=0.119, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 11/469 [00:02<01:46,  4.29it/s, v_num=9, loss/train=0.472, alignment/train=0.119, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   2%|▏         | 11/469 [00:02<01:46,  4.29it/s, v_num=9, loss/train=0.485, alignment/train=0.0872, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 12/469 [00:02<01:41,  4.51it/s, v_num=9, loss/train=0.485, alignment/train=0.0872, uniformity/train=-3.29, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 12/469 [00:02<01:41,  4.50it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 13/469 [00:02<01:36,  4.74it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 13/469 [00:02<01:36,  4.74it/s, v_num=9, loss/train=0.413, alignment/train=0.0885, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 14/469 [00:02<01:31,  5.00it/s, v_num=9, loss/train=0.413, alignment/train=0.0885, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 14/469 [00:02<01:31,  5.00it/s, v_num=9, loss/train=0.450, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 15/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.450, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 15/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.438, alignment/train=0.090, uniformity/train=-3.33, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 16/469 [00:02<01:23,  5.40it/s, v_num=9, loss/train=0.438, alignment/train=0.090, uniformity/train=-3.33, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   3%|▎         | 16/469 [00:02<01:23,  5.40it/s, v_num=9, loss/train=0.453, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▎         | 17/469 [00:03<01:22,  5.45it/s, v_num=9, loss/train=0.453, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.461, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 18/469 [00:03<01:20,  5.62it/s, v_num=9, loss/train=0.461, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 18/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.359, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.359, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.411, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 20/469 [00:03<01:14,  6.02it/s, v_num=9, loss/train=0.411, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 20/469 [00:03<01:14,  6.02it/s, v_num=9, loss/train=0.391, alignment/train=0.0984, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 21/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.391, alignment/train=0.0984, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   4%|▍         | 21/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.519, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▍         | 22/469 [00:03<01:11,  6.23it/s, v_num=9, loss/train=0.519, alignment/train=0.127, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▍         | 22/469 [00:03<01:11,  6.23it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.476, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.414, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▌         | 24/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.414, alignment/train=0.101, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▌         | 24/469 [00:03<01:07,  6.57it/s, v_num=9, loss/train=0.484, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▌         | 25/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.484, alignment/train=0.102, uniformity/train=-3.36, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   5%|▌         | 25/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 26/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 26/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.447, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 27/469 [00:03<01:04,  6.80it/s, v_num=9, loss/train=0.447, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 27/469 [00:03<01:04,  6.80it/s, v_num=9, loss/train=0.426, alignment/train=0.0998, uniformity/train=-3.41, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 28/469 [00:04<01:04,  6.87it/s, v_num=9, loss/train=0.426, alignment/train=0.0998, uniformity/train=-3.41, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 28/469 [00:04<01:04,  6.87it/s, v_num=9, loss/train=0.458, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 29/469 [00:04<01:04,  6.86it/s, v_num=9, loss/train=0.458, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▌         | 29/469 [00:04<01:04,  6.86it/s, v_num=9, loss/train=0.466, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▋         | 30/469 [00:04<01:02,  6.98it/s, v_num=9, loss/train=0.466, alignment/train=0.103, uniformity/train=-3.33, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   6%|▋         | 30/469 [00:04<01:02,  6.98it/s, v_num=9, loss/train=0.423, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 31/469 [00:04<01:01,  7.09it/s, v_num=9, loss/train=0.423, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 31/469 [00:04<01:01,  7.09it/s, v_num=9, loss/train=0.432, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 32/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.432, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 32/469 [00:04<01:00,  7.22it/s, v_num=9, loss/train=0.397, alignment/train=0.0983, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 33/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.397, alignment/train=0.0983, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 33/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.440, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 34/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.440, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 34/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.461, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 35/469 [00:04<00:58,  7.40it/s, v_num=9, loss/train=0.461, alignment/train=0.117, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   7%|▋         | 35/469 [00:04<00:58,  7.40it/s, v_num=9, loss/train=0.471, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 36/469 [00:04<00:57,  7.52it/s, v_num=9, loss/train=0.471, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 36/469 [00:04<00:57,  7.52it/s, v_num=9, loss/train=0.389, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 37/469 [00:04<00:57,  7.55it/s, v_num=9, loss/train=0.389, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 37/469 [00:04<00:57,  7.55it/s, v_num=9, loss/train=0.412, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 38/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.412, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 38/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.473, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 39/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.473, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   8%|▊         | 39/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.428, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▊         | 40/469 [00:05<00:54,  7.80it/s, v_num=9, loss/train=0.428, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▊         | 40/469 [00:05<00:54,  7.80it/s, v_num=9, loss/train=0.404, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▊         | 41/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.404, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▊         | 41/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.454, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▉         | 42/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.454, alignment/train=0.0962, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▉         | 42/469 [00:05<00:54,  7.91it/s, v_num=9, loss/train=0.429, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▉         | 43/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.429, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▉         | 43/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.473, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▉         | 44/469 [00:05<00:53,  7.90it/s, v_num=9, loss/train=0.473, alignment/train=0.109, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:   9%|▉         | 44/469 [00:05<00:53,  7.90it/s, v_num=9, loss/train=0.456, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|▉         | 45/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.456, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|▉         | 45/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.453, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|▉         | 46/469 [00:05<00:52,  8.07it/s, v_num=9, loss/train=0.453, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|▉         | 46/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.491, alignment/train=0.100, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|█         | 47/469 [00:05<00:51,  8.16it/s, v_num=9, loss/train=0.491, alignment/train=0.100, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|█         | 47/469 [00:05<00:51,  8.16it/s, v_num=9, loss/train=0.414, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|█         | 48/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.414, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|█         | 48/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.458, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|█         | 49/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.458, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  10%|█         | 49/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.503, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█         | 50/469 [00:06<00:50,  8.27it/s, v_num=9, loss/train=0.503, alignment/train=0.107, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█         | 50/469 [00:06<00:50,  8.27it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█         | 51/469 [00:06<00:50,  8.29it/s, v_num=9, loss/train=0.497, alignment/train=0.106, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█         | 51/469 [00:06<00:50,  8.29it/s, v_num=9, loss/train=0.477, alignment/train=0.0942, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█         | 52/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.477, alignment/train=0.0942, uniformity/train=-3.32, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█         | 52/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.427, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█▏        | 53/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.427, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  11%|█▏        | 53/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.404, alignment/train=0.093, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 54/469 [00:06<00:49,  8.34it/s, v_num=9, loss/train=0.404, alignment/train=0.093, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 54/469 [00:06<00:49,  8.34it/s, v_num=9, loss/train=0.407, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 55/469 [00:06<00:49,  8.42it/s, v_num=9, loss/train=0.407, alignment/train=0.114, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 55/469 [00:06<00:49,  8.42it/s, v_num=9, loss/train=0.445, alignment/train=0.0985, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 56/469 [00:06<00:48,  8.45it/s, v_num=9, loss/train=0.445, alignment/train=0.0985, uniformity/train=-3.32, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 56/469 [00:06<00:48,  8.45it/s, v_num=9, loss/train=0.451, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 57/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.451, alignment/train=0.0992, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 57/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.385, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 58/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.385, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  12%|█▏        | 58/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.418, alignment/train=0.0981, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 59/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.418, alignment/train=0.0981, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 59/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.392, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 60/469 [00:07<00:47,  8.55it/s, v_num=9, loss/train=0.392, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 60/469 [00:07<00:47,  8.55it/s, v_num=9, loss/train=0.395, alignment/train=0.116, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 61/469 [00:07<00:47,  8.58it/s, v_num=9, loss/train=0.395, alignment/train=0.116, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 61/469 [00:07<00:47,  8.58it/s, v_num=9, loss/train=0.456, alignment/train=0.0988, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 62/469 [00:07<00:47,  8.60it/s, v_num=9, loss/train=0.456, alignment/train=0.0988, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 62/469 [00:07<00:47,  8.59it/s, v_num=9, loss/train=0.476, alignment/train=0.0979, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 63/469 [00:07<00:47,  8.61it/s, v_num=9, loss/train=0.476, alignment/train=0.0979, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  13%|█▎        | 63/469 [00:07<00:47,  8.61it/s, v_num=9, loss/train=0.439, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▎        | 64/469 [00:07<00:46,  8.67it/s, v_num=9, loss/train=0.439, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▎        | 64/469 [00:07<00:46,  8.66it/s, v_num=9, loss/train=0.416, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 65/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.416, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 65/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 66/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 66/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.425, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 67/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.425, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 67/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.418, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 68/469 [00:07<00:45,  8.75it/s, v_num=9, loss/train=0.418, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  14%|█▍        | 68/469 [00:07<00:45,  8.75it/s, v_num=9, loss/train=0.460, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▍        | 69/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.460, alignment/train=0.122, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▍        | 69/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▍        | 70/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▍        | 70/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.456, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▌        | 71/469 [00:07<00:44,  8.88it/s, v_num=9, loss/train=0.456, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▌        | 71/469 [00:07<00:44,  8.88it/s, v_num=9, loss/train=0.414, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▌        | 72/469 [00:08<00:44,  8.90it/s, v_num=9, loss/train=0.414, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  15%|█▌        | 72/469 [00:08<00:44,  8.90it/s, v_num=9, loss/train=0.393, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 73/469 [00:08<00:44,  8.90it/s, v_num=9, loss/train=0.393, alignment/train=0.108, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 73/469 [00:08<00:44,  8.90it/s, v_num=9, loss/train=0.504, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 74/469 [00:08<00:44,  8.94it/s, v_num=9, loss/train=0.504, alignment/train=0.117, uniformity/train=-3.37, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 74/469 [00:08<00:44,  8.94it/s, v_num=9, loss/train=0.427, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 75/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.427, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 75/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.427, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 76/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.427, alignment/train=0.111, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▌        | 76/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.366, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▋        | 77/469 [00:08<00:43,  8.96it/s, v_num=9, loss/train=0.366, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  16%|█▋        | 77/469 [00:08<00:43,  8.96it/s, v_num=9, loss/train=0.365, alignment/train=0.0833, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 78/469 [00:08<00:43,  8.97it/s, v_num=9, loss/train=0.365, alignment/train=0.0833, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 78/469 [00:08<00:43,  8.97it/s, v_num=9, loss/train=0.398, alignment/train=0.0884, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 79/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.398, alignment/train=0.0884, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 79/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.430, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 80/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.430, alignment/train=0.0953, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 80/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.483, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 81/469 [00:08<00:42,  9.04it/s, v_num=9, loss/train=0.483, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 81/469 [00:08<00:42,  9.04it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 82/469 [00:09<00:42,  9.07it/s, v_num=9, loss/train=0.482, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  17%|█▋        | 82/469 [00:09<00:42,  9.07it/s, v_num=9, loss/train=0.396, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 83/469 [00:09<00:42,  9.10it/s, v_num=9, loss/train=0.396, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 83/469 [00:09<00:42,  9.10it/s, v_num=9, loss/train=0.538, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 84/469 [00:09<00:42,  9.13it/s, v_num=9, loss/train=0.538, alignment/train=0.109, uniformity/train=-3.29, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 84/469 [00:09<00:42,  9.13it/s, v_num=9, loss/train=0.391, alignment/train=0.099, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 85/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.391, alignment/train=0.099, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 85/469 [00:09<00:41,  9.16it/s, v_num=9, loss/train=0.370, alignment/train=0.0905, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 86/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.370, alignment/train=0.0905, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  18%|█▊        | 86/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.363, alignment/train=0.0962, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▊        | 87/469 [00:09<00:41,  9.17it/s, v_num=9, loss/train=0.363, alignment/train=0.0962, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▊        | 87/469 [00:09<00:41,  9.17it/s, v_num=9, loss/train=0.427, alignment/train=0.0977, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 88/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.427, alignment/train=0.0977, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 88/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.441, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 89/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.441, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 89/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.463, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 90/469 [00:09<00:40,  9.26it/s, v_num=9, loss/train=0.463, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 90/469 [00:09<00:40,  9.26it/s, v_num=9, loss/train=0.374, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 91/469 [00:09<00:40,  9.26it/s, v_num=9, loss/train=0.374, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  19%|█▉        | 91/469 [00:09<00:40,  9.25it/s, v_num=9, loss/train=0.399, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|█▉        | 92/469 [00:09<00:40,  9.29it/s, v_num=9, loss/train=0.399, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|█▉        | 92/469 [00:09<00:40,  9.29it/s, v_num=9, loss/train=0.407, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|█▉        | 93/469 [00:10<00:40,  9.27it/s, v_num=9, loss/train=0.407, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|█▉        | 93/469 [00:10<00:40,  9.27it/s, v_num=9, loss/train=0.473, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|██        | 94/469 [00:10<00:40,  9.29it/s, v_num=9, loss/train=0.473, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|██        | 94/469 [00:10<00:40,  9.29it/s, v_num=9, loss/train=0.487, alignment/train=0.120, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|██        | 95/469 [00:10<00:40,  9.29it/s, v_num=9, loss/train=0.487, alignment/train=0.120, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|██        | 95/469 [00:10<00:40,  9.29it/s, v_num=9, loss/train=0.382, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|██        | 96/469 [00:10<00:39,  9.33it/s, v_num=9, loss/train=0.382, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  20%|██        | 96/469 [00:10<00:39,  9.33it/s, v_num=9, loss/train=0.397, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██        | 97/469 [00:10<00:39,  9.35it/s, v_num=9, loss/train=0.397, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██        | 97/469 [00:10<00:39,  9.35it/s, v_num=9, loss/train=0.411, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██        | 98/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.411, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██        | 98/469 [00:10<00:39,  9.35it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██        | 99/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██        | 99/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.470, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██▏       | 100/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.470, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  21%|██▏       | 100/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 101/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 101/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.418, alignment/train=0.0941, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 102/469 [00:10<00:38,  9.47it/s, v_num=9, loss/train=0.418, alignment/train=0.0941, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 102/469 [00:10<00:38,  9.47it/s, v_num=9, loss/train=0.374, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 103/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.374, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 103/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 104/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 104/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 105/469 [00:11<00:38,  9.46it/s, v_num=9, loss/train=0.425, alignment/train=0.100, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  22%|██▏       | 105/469 [00:11<00:38,  9.46it/s, v_num=9, loss/train=0.412, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 106/469 [00:11<00:38,  9.50it/s, v_num=9, loss/train=0.412, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 106/469 [00:11<00:38,  9.50it/s, v_num=9, loss/train=0.389, alignment/train=0.0939, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 107/469 [00:11<00:38,  9.50it/s, v_num=9, loss/train=0.389, alignment/train=0.0939, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 107/469 [00:11<00:38,  9.50it/s, v_num=9, loss/train=0.363, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 108/469 [00:11<00:38,  9.49it/s, v_num=9, loss/train=0.363, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 108/469 [00:11<00:38,  9.49it/s, v_num=9, loss/train=0.390, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 109/469 [00:11<00:37,  9.51it/s, v_num=9, loss/train=0.390, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 109/469 [00:11<00:37,  9.51it/s, v_num=9, loss/train=0.396, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 110/469 [00:11<00:37,  9.55it/s, v_num=9, loss/train=0.396, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  23%|██▎       | 110/469 [00:11<00:37,  9.55it/s, v_num=9, loss/train=0.387, alignment/train=0.120, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▎       | 111/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.387, alignment/train=0.120, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▎       | 111/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.369, alignment/train=0.0919, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▍       | 112/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.369, alignment/train=0.0919, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▍       | 112/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.381, alignment/train=0.0954, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▍       | 113/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.381, alignment/train=0.0954, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▍       | 113/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.409, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▍       | 114/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.409, alignment/train=0.119, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  24%|██▍       | 114/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.398, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▍       | 115/469 [00:11<00:36,  9.61it/s, v_num=9, loss/train=0.398, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▍       | 115/469 [00:11<00:36,  9.61it/s, v_num=9, loss/train=0.375, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▍       | 116/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.375, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▍       | 116/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.375, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▍       | 117/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.375, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▍       | 117/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.428, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▌       | 118/469 [00:12<00:36,  9.62it/s, v_num=9, loss/train=0.428, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▌       | 118/469 [00:12<00:36,  9.62it/s, v_num=9, loss/train=0.388, alignment/train=0.114, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▌       | 119/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.388, alignment/train=0.114, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  25%|██▌       | 119/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.364, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 120/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.364, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 120/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.369, alignment/train=0.096, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 121/469 [00:12<00:35,  9.69it/s, v_num=9, loss/train=0.369, alignment/train=0.096, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 121/469 [00:12<00:35,  9.69it/s, v_num=9, loss/train=0.384, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 122/469 [00:12<00:35,  9.68it/s, v_num=9, loss/train=0.384, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 122/469 [00:12<00:35,  9.68it/s, v_num=9, loss/train=0.469, alignment/train=0.0878, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 123/469 [00:12<00:35,  9.71it/s, v_num=9, loss/train=0.469, alignment/train=0.0878, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▌       | 123/469 [00:12<00:35,  9.71it/s, v_num=9, loss/train=0.371, alignment/train=0.0902, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▋       | 124/469 [00:12<00:35,  9.68it/s, v_num=9, loss/train=0.371, alignment/train=0.0902, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  26%|██▋       | 124/469 [00:12<00:35,  9.68it/s, v_num=9, loss/train=0.359, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 125/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.359, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 125/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.299, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 126/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.299, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 126/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.388, alignment/train=0.099, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 127/469 [00:13<00:35,  9.73it/s, v_num=9, loss/train=0.388, alignment/train=0.099, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 127/469 [00:13<00:35,  9.73it/s, v_num=9, loss/train=0.380, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 128/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.380, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  27%|██▋       | 128/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.442, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 129/469 [00:13<00:34,  9.74it/s, v_num=9, loss/train=0.442, alignment/train=0.108, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 129/469 [00:13<00:34,  9.74it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 130/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 130/469 [00:13<00:34,  9.75it/s, v_num=9, loss/train=0.382, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 131/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.382, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 131/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.397, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 132/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.397, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 132/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 133/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.451, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  28%|██▊       | 133/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▊       | 134/469 [00:13<00:34,  9.83it/s, v_num=9, loss/train=0.419, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▊       | 134/469 [00:13<00:34,  9.83it/s, v_num=9, loss/train=0.459, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 135/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.459, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 135/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.458, alignment/train=0.127, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 136/469 [00:13<00:33,  9.83it/s, v_num=9, loss/train=0.458, alignment/train=0.127, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 136/469 [00:13<00:33,  9.83it/s, v_num=9, loss/train=0.440, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 137/469 [00:13<00:33,  9.86it/s, v_num=9, loss/train=0.440, alignment/train=0.107, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 137/469 [00:13<00:33,  9.86it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.413, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|██▉       | 139/469 [00:14<00:33,  9.91it/s, v_num=9, loss/train=0.413, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|██▉       | 139/469 [00:14<00:33,  9.91it/s, v_num=9, loss/train=0.447, alignment/train=0.121, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|██▉       | 140/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.447, alignment/train=0.121, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|██▉       | 140/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.481, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|███       | 141/469 [00:14<00:33,  9.82it/s, v_num=9, loss/train=0.481, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|███       | 141/469 [00:14<00:33,  9.82it/s, v_num=9, loss/train=0.483, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|███       | 142/469 [00:14<00:33,  9.84it/s, v_num=9, loss/train=0.483, alignment/train=0.112, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|███       | 142/469 [00:14<00:33,  9.84it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|███       | 143/469 [00:14<00:33,  9.87it/s, v_num=9, loss/train=0.438, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  30%|███       | 143/469 [00:14<00:33,  9.87it/s, v_num=9, loss/train=0.395, alignment/train=0.097, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███       | 144/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.395, alignment/train=0.097, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███       | 144/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.463, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███       | 145/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.463, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███       | 145/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.364, alignment/train=0.096, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███       | 146/469 [00:14<00:32,  9.89it/s, v_num=9, loss/train=0.364, alignment/train=0.096, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███       | 146/469 [00:14<00:32,  9.89it/s, v_num=9, loss/train=0.369, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███▏      | 147/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.369, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  31%|███▏      | 147/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.388, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 148/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.388, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 148/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.408, alignment/train=0.0988, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 149/469 [00:15<00:32,  9.92it/s, v_num=9, loss/train=0.408, alignment/train=0.0988, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 149/469 [00:15<00:32,  9.92it/s, v_num=9, loss/train=0.460, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 150/469 [00:15<00:32,  9.92it/s, v_num=9, loss/train=0.460, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 150/469 [00:15<00:32,  9.92it/s, v_num=9, loss/train=0.446, alignment/train=0.104, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 151/469 [00:15<00:32,  9.93it/s, v_num=9, loss/train=0.446, alignment/train=0.104, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 151/469 [00:15<00:32,  9.93it/s, v_num=9, loss/train=0.421, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 152/469 [00:15<00:31,  9.94it/s, v_num=9, loss/train=0.421, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  32%|███▏      | 152/469 [00:15<00:31,  9.94it/s, v_num=9, loss/train=0.415, alignment/train=0.0967, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 153/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.415, alignment/train=0.0967, uniformity/train=-3.39, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 153/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.386, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.386, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.476, alignment/train=0.124, uniformity/train=-3.41, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 155/469 [00:15<00:31,  9.95it/s, v_num=9, loss/train=0.476, alignment/train=0.124, uniformity/train=-3.41, contrastive_acc/train=0.957, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 155/469 [00:15<00:31,  9.95it/s, v_num=9, loss/train=0.404, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 156/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.404, alignment/train=0.103, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 156/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.409, alignment/train=0.0994, uniformity/train=-3.40, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 157/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.409, alignment/train=0.0994, uniformity/train=-3.40, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  33%|███▎      | 157/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.424, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▎      | 158/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.424, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▎      | 158/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.418, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▍      | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.418, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▍      | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.389, alignment/train=0.0884, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▍      | 160/469 [00:16<00:31,  9.96it/s, v_num=9, loss/train=0.389, alignment/train=0.0884, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▍      | 160/469 [00:16<00:31,  9.96it/s, v_num=9, loss/train=0.435, alignment/train=0.113, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▍      | 161/469 [00:16<00:30,  9.99it/s, v_num=9, loss/train=0.435, alignment/train=0.113, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  34%|███▍      | 161/469 [00:16<00:30,  9.99it/s, v_num=9, loss/train=0.343, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▍      | 162/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.343, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▍      | 162/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.471, alignment/train=0.0899, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▍      | 163/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.471, alignment/train=0.0899, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▍      | 163/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▍      | 164/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.456, alignment/train=0.112, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▍      | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.430, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▌      | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.430, alignment/train=0.115, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▌      | 165/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.439, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▌      | 166/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.439, alignment/train=0.113, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  35%|███▌      | 166/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.368, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 167/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.368, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 167/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.444, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 168/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.444, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 168/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.443, alignment/train=0.0908, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 169/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.443, alignment/train=0.0908, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 169/469 [00:16<00:29, 10.05it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 170/469 [00:16<00:29, 10.04it/s, v_num=9, loss/train=0.399, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▌      | 170/469 [00:16<00:29, 10.04it/s, v_num=9, loss/train=0.358, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▋      | 171/469 [00:16<00:29, 10.07it/s, v_num=9, loss/train=0.358, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  36%|███▋      | 171/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.407, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 172/469 [00:17<00:29, 10.06it/s, v_num=9, loss/train=0.407, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 172/469 [00:17<00:29, 10.06it/s, v_num=9, loss/train=0.392, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 173/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.392, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 173/469 [00:17<00:29, 10.03it/s, v_num=9, loss/train=0.460, alignment/train=0.0993, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 174/469 [00:17<00:29, 10.05it/s, v_num=9, loss/train=0.460, alignment/train=0.0993, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 174/469 [00:17<00:29, 10.05it/s, v_num=9, loss/train=0.400, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 175/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.400, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  37%|███▋      | 175/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.412, alignment/train=0.118, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 176/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.412, alignment/train=0.118, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 176/469 [00:17<00:29, 10.07it/s, v_num=9, loss/train=0.371, alignment/train=0.0926, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.371, alignment/train=0.0926, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.406, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 178/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.406, alignment/train=0.114, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 178/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.367, alignment/train=0.0999, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 179/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.367, alignment/train=0.0999, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 179/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.345, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 180/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.345, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  38%|███▊      | 180/469 [00:17<00:28, 10.10it/s, v_num=9, loss/train=0.364, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▊      | 181/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.364, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▊      | 181/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.389, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 182/469 [00:18<00:28, 10.10it/s, v_num=9, loss/train=0.389, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 182/469 [00:18<00:28, 10.10it/s, v_num=9, loss/train=0.445, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 183/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.445, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 183/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.396, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.396, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 184/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.443, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 185/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.443, alignment/train=0.102, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  39%|███▉      | 185/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.464, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|███▉      | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.464, alignment/train=0.115, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|███▉      | 186/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.420, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|███▉      | 187/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.420, alignment/train=0.111, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|███▉      | 187/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.398, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|████      | 188/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.398, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|████      | 188/469 [00:18<00:27, 10.12it/s, v_num=9, loss/train=0.426, alignment/train=0.0994, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|████      | 189/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.426, alignment/train=0.0994, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  40%|████      | 189/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 190/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 190/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.384, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 191/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.384, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 191/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.478, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 192/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.478, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.949, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 192/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.447, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 193/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.447, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████      | 193/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.408, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████▏     | 194/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.408, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  41%|████▏     | 194/469 [00:19<00:27, 10.18it/s, v_num=9, loss/train=0.352, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 195/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.352, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.346, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 197/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.346, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 197/469 [00:19<00:26, 10.17it/s, v_num=9, loss/train=0.429, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 198/469 [00:19<00:26, 10.16it/s, v_num=9, loss/train=0.429, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 198/469 [00:19<00:26, 10.16it/s, v_num=9, loss/train=0.368, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 199/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.368, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  42%|████▏     | 199/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.399, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.399, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 200/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.368, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 201/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.368, alignment/train=0.0943, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 201/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.413, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 202/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.413, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 202/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.471, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 203/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.471, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 203/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.347, alignment/train=0.0932, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 204/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.347, alignment/train=0.0932, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  43%|████▎     | 204/469 [00:20<00:25, 10.20it/s, v_num=9, loss/train=0.362, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▎     | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.362, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▎     | 205/469 [00:20<00:25, 10.21it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▍     | 206/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.462, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▍     | 206/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.477, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▍     | 207/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.477, alignment/train=0.112, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▍     | 207/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.353, alignment/train=0.0811, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▍     | 208/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.353, alignment/train=0.0811, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  44%|████▍     | 208/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.388, alignment/train=0.096, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▍     | 209/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.388, alignment/train=0.096, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▍     | 209/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.464, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▍     | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.464, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▍     | 210/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▍     | 211/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▍     | 211/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.387, alignment/train=0.100, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▌     | 212/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.387, alignment/train=0.100, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▌     | 212/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.461, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▌     | 213/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.461, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  45%|████▌     | 213/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.371, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▌     | 214/469 [00:20<00:24, 10.24it/s, v_num=9, loss/train=0.371, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▌     | 214/469 [00:20<00:24, 10.24it/s, v_num=9, loss/train=0.385, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▌     | 215/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.385, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▌     | 215/469 [00:20<00:24, 10.26it/s, v_num=9, loss/train=0.367, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▌     | 216/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.367, alignment/train=0.0923, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▌     | 216/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.463, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▋     | 217/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.463, alignment/train=0.116, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▋     | 217/469 [00:21<00:24, 10.26it/s, v_num=9, loss/train=0.386, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▋     | 218/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.386, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  46%|████▋     | 218/469 [00:21<00:24, 10.25it/s, v_num=9, loss/train=0.435, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.435, alignment/train=0.114, uniformity/train=-3.35, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 219/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.438, alignment/train=0.0991, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 220/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.438, alignment/train=0.0991, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 220/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 221/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.493, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 221/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.348, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.348, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  47%|████▋     | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.420, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 223/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.420, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 223/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.335, alignment/train=0.0894, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 224/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.335, alignment/train=0.0894, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 224/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.423, alignment/train=0.0985, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 225/469 [00:21<00:23, 10.28it/s, v_num=9, loss/train=0.423, alignment/train=0.0985, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 225/469 [00:21<00:23, 10.28it/s, v_num=9, loss/train=0.441, alignment/train=0.119, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 226/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.441, alignment/train=0.119, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 226/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.494, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.494, alignment/train=0.121, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  48%|████▊     | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.412, alignment/train=0.0889, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▊     | 228/469 [00:22<00:23, 10.29it/s, v_num=9, loss/train=0.412, alignment/train=0.0889, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▊     | 228/469 [00:22<00:23, 10.29it/s, v_num=9, loss/train=0.405, alignment/train=0.0888, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 229/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.405, alignment/train=0.0888, uniformity/train=-3.35, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 229/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 230/469 [00:22<00:23, 10.30it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 230/469 [00:22<00:23, 10.30it/s, v_num=9, loss/train=0.408, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 231/469 [00:22<00:23, 10.32it/s, v_num=9, loss/train=0.408, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 231/469 [00:22<00:23, 10.32it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 232/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  49%|████▉     | 232/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.481, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|████▉     | 233/469 [00:22<00:22, 10.30it/s, v_num=9, loss/train=0.481, alignment/train=0.0963, uniformity/train=-3.34, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|████▉     | 233/469 [00:22<00:22, 10.30it/s, v_num=9, loss/train=0.448, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|████▉     | 234/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.448, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|████▉     | 234/469 [00:22<00:22, 10.31it/s, v_num=9, loss/train=0.414, alignment/train=0.0984, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|█████     | 235/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.414, alignment/train=0.0984, uniformity/train=-3.35, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|█████     | 235/469 [00:22<00:22, 10.33it/s, v_num=9, loss/train=0.369, alignment/train=0.0971, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|█████     | 236/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.369, alignment/train=0.0971, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  50%|█████     | 236/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.444, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.444, alignment/train=0.103, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.356, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 238/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.356, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 238/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.433, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 239/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.433, alignment/train=0.106, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 239/469 [00:23<00:22, 10.35it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 240/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████     | 240/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.386, alignment/train=0.0979, uniformity/train=-3.36, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████▏    | 241/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.386, alignment/train=0.0979, uniformity/train=-3.36, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  51%|█████▏    | 241/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.390, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 242/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.390, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 242/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 243/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.399, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 243/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.341, alignment/train=0.092, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.341, alignment/train=0.092, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.433, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 245/469 [00:23<00:21, 10.34it/s, v_num=9, loss/train=0.433, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 245/469 [00:23<00:21, 10.34it/s, v_num=9, loss/train=0.400, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 246/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.400, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  52%|█████▏    | 246/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.375, alignment/train=0.0904, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 247/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.375, alignment/train=0.0904, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 247/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.465, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 248/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.465, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 248/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.333, alignment/train=0.0897, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.333, alignment/train=0.0897, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 249/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.411, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 250/469 [00:24<00:21, 10.37it/s, v_num=9, loss/train=0.411, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  53%|█████▎    | 250/469 [00:24<00:21, 10.37it/s, v_num=9, loss/train=0.449, alignment/train=0.0943, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▎    | 251/469 [00:24<00:21, 10.36it/s, v_num=9, loss/train=0.449, alignment/train=0.0943, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▎    | 251/469 [00:24<00:21, 10.36it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▎    | 252/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.408, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▎    | 252/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.390, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▍    | 253/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.390, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▍    | 253/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.370, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▍    | 254/469 [00:24<00:20, 10.37it/s, v_num=9, loss/train=0.370, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▍    | 254/469 [00:24<00:20, 10.37it/s, v_num=9, loss/train=0.339, alignment/train=0.0938, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▍    | 255/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0938, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  54%|█████▍    | 255/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.431, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▍    | 256/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.431, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▍    | 256/469 [00:24<00:20, 10.36it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▍    | 257/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▍    | 257/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.386, alignment/train=0.0935, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▌    | 258/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.386, alignment/train=0.0935, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▌    | 258/469 [00:24<00:20, 10.38it/s, v_num=9, loss/train=0.379, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▌    | 259/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.379, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▌    | 259/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.347, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▌    | 260/469 [00:25<00:20, 10.38it/s, v_num=9, loss/train=0.347, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  55%|█████▌    | 260/469 [00:25<00:20, 10.38it/s, v_num=9, loss/train=0.409, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▌    | 261/469 [00:25<00:20, 10.37it/s, v_num=9, loss/train=0.409, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▌    | 261/469 [00:25<00:20, 10.37it/s, v_num=9, loss/train=0.393, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▌    | 262/469 [00:25<00:19, 10.38it/s, v_num=9, loss/train=0.393, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▌    | 262/469 [00:25<00:19, 10.38it/s, v_num=9, loss/train=0.446, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▌    | 263/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.446, alignment/train=0.109, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▌    | 263/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.365, alignment/train=0.0943, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▋    | 264/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.365, alignment/train=0.0943, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  56%|█████▋    | 264/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.356, alignment/train=0.086, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 265/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.356, alignment/train=0.086, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 265/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.422, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 266/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.422, alignment/train=0.104, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 266/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.391, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 267/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.391, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 267/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.404, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 268/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.404, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 268/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.354, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 269/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.354, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  57%|█████▋    | 269/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.440, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 270/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.440, alignment/train=0.0957, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 270/469 [00:25<00:19, 10.40it/s, v_num=9, loss/train=0.422, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 271/469 [00:26<00:19, 10.42it/s, v_num=9, loss/train=0.422, alignment/train=0.0946, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 271/469 [00:26<00:19, 10.42it/s, v_num=9, loss/train=0.383, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 272/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.383, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 272/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.397, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.397, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.362, alignment/train=0.0832, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 274/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.362, alignment/train=0.0832, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  58%|█████▊    | 274/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.377, alignment/train=0.083, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▊    | 275/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.377, alignment/train=0.083, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▊    | 275/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.343, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 276/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.343, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 276/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.436, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 277/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.436, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 277/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 278/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 278/469 [00:26<00:18, 10.42it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 279/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  59%|█████▉    | 279/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|█████▉    | 280/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.383, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|█████▉    | 280/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.358, alignment/train=0.0958, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|█████▉    | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.358, alignment/train=0.0958, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|█████▉    | 281/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.415, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|██████    | 282/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.415, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|██████    | 282/469 [00:26<00:17, 10.45it/s, v_num=9, loss/train=0.367, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|██████    | 283/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.367, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  60%|██████    | 283/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.346, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 284/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.346, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 284/469 [00:27<00:17, 10.43it/s, v_num=9, loss/train=0.375, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 285/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.375, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 285/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.346, alignment/train=0.0809, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 286/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.346, alignment/train=0.0809, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 286/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.383, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 287/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.383, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████    | 287/469 [00:27<00:17, 10.44it/s, v_num=9, loss/train=0.366, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████▏   | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.366, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  61%|██████▏   | 288/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.471, alignment/train=0.119, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 289/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.471, alignment/train=0.119, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 289/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 290/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.373, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 290/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.366, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 291/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.366, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 291/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.415, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 292/469 [00:27<00:16, 10.44it/s, v_num=9, loss/train=0.415, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 292/469 [00:27<00:16, 10.44it/s, v_num=9, loss/train=0.427, alignment/train=0.0973, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 293/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.427, alignment/train=0.0973, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  62%|██████▏   | 293/469 [00:28<00:16, 10.44it/s, v_num=9, loss/train=0.311, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 294/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.311, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 294/469 [00:28<00:16, 10.45it/s, v_num=9, loss/train=0.332, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 295/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.332, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 295/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.407, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.407, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 296/469 [00:28<00:16, 10.48it/s, v_num=9, loss/train=0.381, alignment/train=0.0958, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 297/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.381, alignment/train=0.0958, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  63%|██████▎   | 297/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▎   | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.438, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▎   | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.402, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 299/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.402, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 299/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.460, alignment/train=0.115, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.460, alignment/train=0.115, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.353, alignment/train=0.0924, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 301/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.353, alignment/train=0.0924, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 301/469 [00:28<00:16, 10.47it/s, v_num=9, loss/train=0.442, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 302/469 [00:28<00:15, 10.47it/s, v_num=9, loss/train=0.442, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  64%|██████▍   | 302/469 [00:28<00:15, 10.46it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▍   | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▍   | 303/469 [00:28<00:15, 10.48it/s, v_num=9, loss/train=0.427, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▍   | 304/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.427, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▍   | 304/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.393, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▌   | 305/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.393, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▌   | 305/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.380, alignment/train=0.0945, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▌   | 306/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.380, alignment/train=0.0945, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▌   | 306/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.391, alignment/train=0.112, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▌   | 307/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.391, alignment/train=0.112, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  65%|██████▌   | 307/469 [00:29<00:15, 10.49it/s, v_num=9, loss/train=0.386, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▌   | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.386, alignment/train=0.110, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▌   | 308/469 [00:29<00:15, 10.50it/s, v_num=9, loss/train=0.420, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▌   | 309/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.420, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▌   | 309/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.372, alignment/train=0.0972, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▌   | 310/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.372, alignment/train=0.0972, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▌   | 310/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.435, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▋   | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.435, alignment/train=0.110, uniformity/train=-3.35, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  66%|██████▋   | 311/469 [00:29<00:15, 10.48it/s, v_num=9, loss/train=0.413, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 312/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.413, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 312/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.414, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.414, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 313/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.434, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.434, alignment/train=0.101, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 314/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.445, alignment/train=0.0997, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 315/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.445, alignment/train=0.0997, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 315/469 [00:30<00:14, 10.50it/s, v_num=9, loss/train=0.390, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.390, alignment/train=0.118, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  67%|██████▋   | 316/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.490, alignment/train=0.0976, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.490, alignment/train=0.0976, uniformity/train=-3.30, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.367, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.367, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.426, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 319/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.426, alignment/train=0.121, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 319/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.413, alignment/train=0.0903, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 320/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.413, alignment/train=0.0903, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 320/469 [00:30<00:14, 10.51it/s, v_num=9, loss/train=0.410, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.410, alignment/train=0.0948, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  68%|██████▊   | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▊   | 322/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.465, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▊   | 322/469 [00:30<00:13, 10.52it/s, v_num=9, loss/train=0.422, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▉   | 323/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.422, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▉   | 323/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.423, alignment/train=0.0922, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▉   | 324/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.423, alignment/train=0.0922, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▉   | 324/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.376, alignment/train=0.0909, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▉   | 325/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.376, alignment/train=0.0909, uniformity/train=-3.36, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  69%|██████▉   | 325/469 [00:30<00:13, 10.51it/s, v_num=9, loss/train=0.434, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|██████▉   | 326/469 [00:30<00:13, 10.52it/s, v_num=9, loss/train=0.434, alignment/train=0.106, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|██████▉   | 326/469 [00:30<00:13, 10.52it/s, v_num=9, loss/train=0.373, alignment/train=0.0942, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|██████▉   | 327/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.373, alignment/train=0.0942, uniformity/train=-3.36, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|██████▉   | 327/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.364, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|██████▉   | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.364, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|██████▉   | 328/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.415, alignment/train=0.0934, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|███████   | 329/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.415, alignment/train=0.0934, uniformity/train=-3.35, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|███████   | 329/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.483, alignment/train=0.107, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|███████   | 330/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.483, alignment/train=0.107, uniformity/train=-3.32, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  70%|███████   | 330/469 [00:31<00:13, 10.51it/s, v_num=9, loss/train=0.436, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 331/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.436, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 331/469 [00:31<00:13, 10.52it/s, v_num=9, loss/train=0.356, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.356, alignment/train=0.0988, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 332/469 [00:31<00:13, 10.53it/s, v_num=9, loss/train=0.374, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 333/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.374, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 333/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.367, alignment/train=0.0952, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 334/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.367, alignment/train=0.0952, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████   | 334/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.454, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████▏  | 335/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.454, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  71%|███████▏  | 335/469 [00:31<00:12, 10.53it/s, v_num=9, loss/train=0.344, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.344, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 336/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 337/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 337/469 [00:31<00:12, 10.54it/s, v_num=9, loss/train=0.395, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 338/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.395, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 338/469 [00:32<00:12, 10.55it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 339/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 339/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.362, alignment/train=0.0961, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 340/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.362, alignment/train=0.0961, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  72%|███████▏  | 340/469 [00:32<00:12, 10.53it/s, v_num=9, loss/train=0.442, alignment/train=0.097, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 341/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.442, alignment/train=0.097, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 341/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.451, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 342/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.451, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 342/469 [00:32<00:12, 10.54it/s, v_num=9, loss/train=0.384, alignment/train=0.0955, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 343/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.384, alignment/train=0.0955, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 343/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.495, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 344/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.495, alignment/train=0.113, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  73%|███████▎  | 344/469 [00:32<00:11, 10.55it/s, v_num=9, loss/train=0.362, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▎  | 345/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.362, alignment/train=0.0958, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▎  | 345/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.381, alignment/train=0.0854, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 346/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.381, alignment/train=0.0854, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 346/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.449, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 347/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.449, alignment/train=0.126, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 347/469 [00:32<00:11, 10.54it/s, v_num=9, loss/train=0.398, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 348/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.398, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 348/469 [00:32<00:11, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 349/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  74%|███████▍  | 349/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.449, alignment/train=0.100, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▍  | 350/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.449, alignment/train=0.100, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▍  | 350/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▍  | 351/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.425, alignment/train=0.0981, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▍  | 351/469 [00:33<00:11, 10.57it/s, v_num=9, loss/train=0.367, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▌  | 352/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.367, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▌  | 352/469 [00:33<00:11, 10.56it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▌  | 353/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▌  | 353/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.334, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▌  | 354/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.334, alignment/train=0.0908, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  75%|███████▌  | 354/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.311, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▌  | 355/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.311, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▌  | 355/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.425, alignment/train=0.0962, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▌  | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.425, alignment/train=0.0962, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▌  | 356/469 [00:33<00:10, 10.58it/s, v_num=9, loss/train=0.392, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▌  | 357/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.392, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▌  | 357/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.329, alignment/train=0.0963, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▋  | 358/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.329, alignment/train=0.0963, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  76%|███████▋  | 358/469 [00:33<00:10, 10.56it/s, v_num=9, loss/train=0.326, alignment/train=0.0935, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 359/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.326, alignment/train=0.0935, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 359/469 [00:33<00:10, 10.57it/s, v_num=9, loss/train=0.374, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 360/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.374, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 360/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 361/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 361/469 [00:34<00:10, 10.57it/s, v_num=9, loss/train=0.365, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 362/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.365, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 362/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.392, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 363/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.392, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  77%|███████▋  | 363/469 [00:34<00:10, 10.58it/s, v_num=9, loss/train=0.432, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 364/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.432, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 364/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.377, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 365/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.377, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 365/469 [00:34<00:09, 10.58it/s, v_num=9, loss/train=0.434, alignment/train=0.0998, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 366/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.434, alignment/train=0.0998, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 366/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.325, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 367/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.325, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 367/469 [00:34<00:09, 10.55it/s, v_num=9, loss/train=0.405, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 368/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.405, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  78%|███████▊  | 368/469 [00:34<00:09, 10.56it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▊  | 369/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▊  | 369/469 [00:34<00:09, 10.57it/s, v_num=9, loss/train=0.396, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▉  | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.396, alignment/train=0.115, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▉  | 370/469 [00:35<00:09, 10.56it/s, v_num=9, loss/train=0.385, alignment/train=0.0993, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▉  | 371/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.385, alignment/train=0.0993, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▉  | 371/469 [00:35<00:09, 10.57it/s, v_num=9, loss/train=0.463, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▉  | 372/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.463, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  79%|███████▉  | 372/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|███████▉  | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|███████▉  | 373/469 [00:35<00:09, 10.58it/s, v_num=9, loss/train=0.440, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|███████▉  | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.440, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|███████▉  | 374/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.350, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|███████▉  | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.350, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|███████▉  | 375/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.376, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|████████  | 376/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.376, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|████████  | 376/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.345, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|████████  | 377/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.345, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  80%|████████  | 377/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 378/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.412, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 378/469 [00:35<00:08, 10.59it/s, v_num=9, loss/train=0.316, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 379/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.316, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 379/469 [00:35<00:08, 10.58it/s, v_num=9, loss/train=0.308, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.308, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 380/469 [00:35<00:08, 10.57it/s, v_num=9, loss/train=0.359, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 381/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.359, alignment/train=0.0895, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████  | 381/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.399, alignment/train=0.0889, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████▏ | 382/469 [00:36<00:08, 10.59it/s, v_num=9, loss/train=0.399, alignment/train=0.0889, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  81%|████████▏ | 382/469 [00:36<00:08, 10.59it/s, v_num=9, loss/train=0.421, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 383/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.421, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 383/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.384, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.384, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 384/469 [00:36<00:08, 10.58it/s, v_num=9, loss/train=0.398, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.398, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 385/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.370, alignment/train=0.0882, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.370, alignment/train=0.0882, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  82%|████████▏ | 386/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.411, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 387/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.411, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 387/469 [00:36<00:07, 10.60it/s, v_num=9, loss/train=0.399, alignment/train=0.121, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.399, alignment/train=0.121, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 388/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.418, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 389/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.418, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 389/469 [00:36<00:07, 10.58it/s, v_num=9, loss/train=0.434, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.434, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 390/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.380, alignment/train=0.0948, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.380, alignment/train=0.0948, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  83%|████████▎ | 391/469 [00:36<00:07, 10.59it/s, v_num=9, loss/train=0.363, alignment/train=0.0928, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.363, alignment/train=0.0928, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▎ | 392/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.422, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 393/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.422, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 393/469 [00:37<00:07, 10.59it/s, v_num=9, loss/train=0.423, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 394/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.423, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 394/469 [00:37<00:07, 10.60it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 395/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 395/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.340, alignment/train=0.0921, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 396/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.340, alignment/train=0.0921, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  84%|████████▍ | 396/469 [00:37<00:06, 10.61it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▍ | 397/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▍ | 397/469 [00:37<00:06, 10.58it/s, v_num=9, loss/train=0.361, alignment/train=0.0935, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▍ | 398/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.361, alignment/train=0.0935, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▍ | 398/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.375, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.375, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▌ | 399/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.448, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▌ | 400/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.448, alignment/train=0.109, uniformity/train=-3.35, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  85%|████████▌ | 400/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.374, alignment/train=0.0998, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 401/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.374, alignment/train=0.0998, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 401/469 [00:37<00:06, 10.60it/s, v_num=9, loss/train=0.390, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 402/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.390, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 402/469 [00:37<00:06, 10.59it/s, v_num=9, loss/train=0.367, alignment/train=0.093, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 403/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.367, alignment/train=0.093, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 403/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.374, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 404/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.374, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▌ | 404/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.356, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.356, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  86%|████████▋ | 405/469 [00:38<00:06, 10.60it/s, v_num=9, loss/train=0.473, alignment/train=0.101, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 406/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.473, alignment/train=0.101, uniformity/train=-3.33, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 406/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 407/469 [00:38<00:05, 10.59it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 407/469 [00:38<00:05, 10.59it/s, v_num=9, loss/train=0.384, alignment/train=0.0864, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 408/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.384, alignment/train=0.0864, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 408/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.380, alignment/train=0.0941, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 409/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.380, alignment/train=0.0941, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 409/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.399, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 410/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.399, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  87%|████████▋ | 410/469 [00:38<00:05, 10.60it/s, v_num=9, loss/train=0.408, alignment/train=0.0895, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 411/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.408, alignment/train=0.0895, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 411/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.360, alignment/train=0.0819, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 412/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.360, alignment/train=0.0819, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 412/469 [00:38<00:05, 10.61it/s, v_num=9, loss/train=0.418, alignment/train=0.0892, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 413/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.418, alignment/train=0.0892, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 413/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.352, alignment/train=0.0957, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 414/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.352, alignment/train=0.0957, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 414/469 [00:38<00:05, 10.62it/s, v_num=9, loss/train=0.336, alignment/train=0.090, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 415/469 [00:39<00:05, 10.63it/s, v_num=9, loss/train=0.336, alignment/train=0.090, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  88%|████████▊ | 415/469 [00:39<00:05, 10.63it/s, v_num=9, loss/train=0.329, alignment/train=0.0888, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.329, alignment/train=0.0888, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▊ | 416/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.341, alignment/train=0.0921, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▉ | 417/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.341, alignment/train=0.0921, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▉ | 417/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.413, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.413, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▉ | 418/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.375, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▉ | 419/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.375, alignment/train=0.0934, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  89%|████████▉ | 419/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|████████▉ | 420/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|████████▉ | 420/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.393, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.393, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|████████▉ | 421/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.507, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.507, alignment/train=0.130, uniformity/train=-3.35, contrastive_acc/train=0.961, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|████████▉ | 422/469 [00:39<00:04, 10.62it/s, v_num=9, loss/train=0.392, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.392, alignment/train=0.110, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|█████████ | 423/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.428, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|█████████ | 424/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.428, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  90%|█████████ | 424/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.363, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.363, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████ | 425/469 [00:39<00:04, 10.63it/s, v_num=9, loss/train=0.366, alignment/train=0.0839, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████ | 426/469 [00:40<00:04, 10.62it/s, v_num=9, loss/train=0.366, alignment/train=0.0839, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████ | 426/469 [00:40<00:04, 10.62it/s, v_num=9, loss/train=0.378, alignment/train=0.0891, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████ | 427/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.378, alignment/train=0.0891, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████ | 427/469 [00:40<00:03, 10.62it/s, v_num=9, loss/train=0.359, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.359, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████▏| 428/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.396, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████▏| 429/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.396, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  91%|█████████▏| 429/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.402, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 430/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.402, alignment/train=0.105, uniformity/train=-3.34, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 430/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 431/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.396, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 431/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.376, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.376, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 432/469 [00:40<00:03, 10.63it/s, v_num=9, loss/train=0.374, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.374, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  92%|█████████▏| 433/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.419, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 434/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.419, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 434/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.385, alignment/train=0.093, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.385, alignment/train=0.093, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 435/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.414, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.414, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 436/469 [00:40<00:03, 10.64it/s, v_num=9, loss/train=0.352, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 437/469 [00:41<00:03, 10.64it/s, v_num=9, loss/train=0.352, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 437/469 [00:41<00:03, 10.64it/s, v_num=9, loss/train=0.309, alignment/train=0.088, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.309, alignment/train=0.088, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  93%|█████████▎| 438/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.362, alignment/train=0.0846, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▎| 439/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.362, alignment/train=0.0846, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▎| 439/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.400, alignment/train=0.0985, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 440/469 [00:41<00:02, 10.64it/s, v_num=9, loss/train=0.400, alignment/train=0.0985, uniformity/train=-3.36, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 440/469 [00:41<00:02, 10.64it/s, v_num=9, loss/train=0.501, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.501, alignment/train=0.113, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 441/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.397, alignment/train=0.0879, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.397, alignment/train=0.0879, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 442/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.401, alignment/train=0.0916, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 443/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.401, alignment/train=0.0916, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  94%|█████████▍| 443/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.429, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▍| 444/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.429, alignment/train=0.114, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▍| 444/469 [00:41<00:02, 10.67it/s, v_num=9, loss/train=0.383, alignment/train=0.0883, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.383, alignment/train=0.0883, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▍| 445/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.366, alignment/train=0.0926, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▌| 446/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.366, alignment/train=0.0926, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▌| 446/469 [00:41<00:02, 10.65it/s, v_num=9, loss/train=0.393, alignment/train=0.0917, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▌| 447/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.393, alignment/train=0.0917, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  95%|█████████▌| 447/469 [00:41<00:02, 10.66it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 448/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.383, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 449/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.383, alignment/train=0.109, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 449/469 [00:42<00:01, 10.66it/s, v_num=9, loss/train=0.491, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 450/469 [00:42<00:01, 10.67it/s, v_num=9, loss/train=0.491, alignment/train=0.109, uniformity/train=-3.32, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 450/469 [00:42<00:01, 10.67it/s, v_num=9, loss/train=0.344, alignment/train=0.0946, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.344, alignment/train=0.0946, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▌| 451/469 [00:42<00:01, 10.68it/s, v_num=9, loss/train=0.361, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.361, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  96%|█████████▋| 452/469 [00:42<00:01, 10.69it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 453/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 453/469 [00:42<00:01, 10.71it/s, v_num=9, loss/train=0.404, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.404, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 454/469 [00:42<00:01, 10.72it/s, v_num=9, loss/train=0.327, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 455/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.327, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 455/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.413, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.413, alignment/train=0.111, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 456/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.418, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.418, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  97%|█████████▋| 457/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.433, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 458/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.433, alignment/train=0.107, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 458/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.376, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.376, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 459/469 [00:42<00:00, 10.79it/s, v_num=9, loss/train=0.403, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 460/469 [00:42<00:00, 10.81it/s, v_num=9, loss/train=0.403, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 460/469 [00:42<00:00, 10.81it/s, v_num=9, loss/train=0.314, alignment/train=0.0896, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.314, alignment/train=0.0896, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  98%|█████████▊| 461/469 [00:42<00:00, 10.82it/s, v_num=9, loss/train=0.422, alignment/train=0.0928, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.422, alignment/train=0.0928, uniformity/train=-3.37, contrastive_acc/train=0.977, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▊| 462/469 [00:42<00:00, 10.83it/s, v_num=9, loss/train=0.393, alignment/train=0.0981, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▊| 463/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.393, alignment/train=0.0981, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▊| 463/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▉| 464/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.431, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▉| 465/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.431, alignment/train=0.104, uniformity/train=-3.38, contrastive_acc/train=0.973, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▉| 465/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▉| 466/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.422, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3:  99%|█████████▉| 466/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.354, alignment/train=0.074, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.354, alignment/train=0.074, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 467/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.340, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 468/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.340, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|█████████▉| 468/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.380, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|██████████| 469/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.380, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]
Epoch 3: 100%|██████████| 469/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.746, alignment/val=0.114, uniformity/val=-3.39, contrastive_acc/val=0.707]

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Epoch 3: 100%|██████████| 469/469 [00:50<00:00,  9.33it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 3: 100%|██████████| 469/469 [00:50<00:00,  9.33it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 3:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   0%|          | 1/469 [00:01<12:40,  0.62it/s, v_num=9, loss/train=0.323, alignment/train=0.110, uniformity/train=-3.33, contrastive_acc/train=0.990, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   0%|          | 1/469 [00:01<12:41,  0.61it/s, v_num=9, loss/train=0.383, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   0%|          | 2/469 [00:01<06:53,  1.13it/s, v_num=9, loss/train=0.383, alignment/train=0.0995, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   0%|          | 2/469 [00:01<06:53,  1.13it/s, v_num=9, loss/train=0.382, alignment/train=0.0969, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|          | 3/469 [00:01<04:45,  1.63it/s, v_num=9, loss/train=0.382, alignment/train=0.0969, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|          | 3/469 [00:01<04:45,  1.63it/s, v_num=9, loss/train=0.349, alignment/train=0.0894, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|          | 4/469 [00:01<03:50,  2.02it/s, v_num=9, loss/train=0.349, alignment/train=0.0894, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|          | 4/469 [00:01<03:50,  2.02it/s, v_num=9, loss/train=0.374, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|          | 5/469 [00:02<03:09,  2.45it/s, v_num=9, loss/train=0.374, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|          | 5/469 [00:02<03:09,  2.45it/s, v_num=9, loss/train=0.391, alignment/train=0.0928, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|▏         | 6/469 [00:02<02:41,  2.86it/s, v_num=9, loss/train=0.391, alignment/train=0.0928, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|▏         | 6/469 [00:02<02:41,  2.86it/s, v_num=9, loss/train=0.381, alignment/train=0.0987, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|▏         | 7/469 [00:02<02:24,  3.19it/s, v_num=9, loss/train=0.381, alignment/train=0.0987, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   1%|▏         | 7/469 [00:02<02:25,  3.19it/s, v_num=9, loss/train=0.381, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 8/469 [00:02<02:10,  3.53it/s, v_num=9, loss/train=0.381, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 8/469 [00:02<02:10,  3.53it/s, v_num=9, loss/train=0.366, alignment/train=0.0991, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 9/469 [00:02<02:02,  3.77it/s, v_num=9, loss/train=0.366, alignment/train=0.0991, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 9/469 [00:02<02:02,  3.77it/s, v_num=9, loss/train=0.393, alignment/train=0.0964, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 10/469 [00:02<01:55,  3.98it/s, v_num=9, loss/train=0.393, alignment/train=0.0964, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 10/469 [00:02<01:55,  3.98it/s, v_num=9, loss/train=0.365, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 11/469 [00:02<01:47,  4.28it/s, v_num=9, loss/train=0.365, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   2%|▏         | 11/469 [00:02<01:47,  4.28it/s, v_num=9, loss/train=0.420, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 12/469 [00:02<01:40,  4.56it/s, v_num=9, loss/train=0.420, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 12/469 [00:02<01:40,  4.56it/s, v_num=9, loss/train=0.377, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 13/469 [00:02<01:36,  4.74it/s, v_num=9, loss/train=0.377, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 13/469 [00:02<01:36,  4.74it/s, v_num=9, loss/train=0.370, alignment/train=0.0856, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 14/469 [00:02<01:32,  4.93it/s, v_num=9, loss/train=0.370, alignment/train=0.0856, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 14/469 [00:02<01:32,  4.93it/s, v_num=9, loss/train=0.358, alignment/train=0.0939, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 15/469 [00:02<01:27,  5.18it/s, v_num=9, loss/train=0.358, alignment/train=0.0939, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 15/469 [00:02<01:27,  5.18it/s, v_num=9, loss/train=0.361, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 16/469 [00:03<01:26,  5.24it/s, v_num=9, loss/train=0.361, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   3%|▎         | 16/469 [00:03<01:26,  5.23it/s, v_num=9, loss/train=0.372, alignment/train=0.095, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.372, alignment/train=0.095, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.318, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 18/469 [00:03<01:19,  5.65it/s, v_num=9, loss/train=0.318, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 18/469 [00:03<01:19,  5.65it/s, v_num=9, loss/train=0.342, alignment/train=0.089, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 19/469 [00:03<01:17,  5.78it/s, v_num=9, loss/train=0.342, alignment/train=0.089, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 19/469 [00:03<01:17,  5.78it/s, v_num=9, loss/train=0.351, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 20/469 [00:03<01:15,  5.91it/s, v_num=9, loss/train=0.351, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 20/469 [00:03<01:15,  5.91it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 21/469 [00:03<01:13,  6.07it/s, v_num=9, loss/train=0.380, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   4%|▍         | 21/469 [00:03<01:13,  6.07it/s, v_num=9, loss/train=0.331, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▍         | 22/469 [00:03<01:11,  6.24it/s, v_num=9, loss/train=0.331, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▍         | 22/469 [00:03<01:11,  6.23it/s, v_num=9, loss/train=0.373, alignment/train=0.0898, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.373, alignment/train=0.0898, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.317, alignment/train=0.0915, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▌         | 24/469 [00:03<01:08,  6.54it/s, v_num=9, loss/train=0.317, alignment/train=0.0915, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▌         | 24/469 [00:03<01:08,  6.54it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▌         | 25/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   5%|▌         | 25/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.371, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 26/469 [00:03<01:06,  6.66it/s, v_num=9, loss/train=0.371, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 26/469 [00:03<01:06,  6.66it/s, v_num=9, loss/train=0.401, alignment/train=0.0923, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 27/469 [00:03<01:04,  6.81it/s, v_num=9, loss/train=0.401, alignment/train=0.0923, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 27/469 [00:03<01:04,  6.81it/s, v_num=9, loss/train=0.350, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 28/469 [00:04<01:04,  6.88it/s, v_num=9, loss/train=0.350, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 28/469 [00:04<01:04,  6.88it/s, v_num=9, loss/train=0.383, alignment/train=0.0974, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 29/469 [00:04<01:03,  6.97it/s, v_num=9, loss/train=0.383, alignment/train=0.0974, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▌         | 29/469 [00:04<01:03,  6.96it/s, v_num=9, loss/train=0.343, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▋         | 30/469 [00:04<01:02,  7.02it/s, v_num=9, loss/train=0.343, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   6%|▋         | 30/469 [00:04<01:02,  7.02it/s, v_num=9, loss/train=0.361, alignment/train=0.0864, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 31/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.361, alignment/train=0.0864, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 31/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.403, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.403, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 32/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.433, alignment/train=0.0876, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 33/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.433, alignment/train=0.0876, uniformity/train=-3.38, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 33/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.321, alignment/train=0.0952, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 34/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.321, alignment/train=0.0952, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 34/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.387, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 35/469 [00:04<00:58,  7.44it/s, v_num=9, loss/train=0.387, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   7%|▋         | 35/469 [00:04<00:58,  7.44it/s, v_num=9, loss/train=0.395, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 36/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.395, alignment/train=0.113, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 36/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.351, alignment/train=0.091, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.351, alignment/train=0.091, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.428, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 38/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.428, alignment/train=0.128, uniformity/train=-3.41, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 38/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.405, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 39/469 [00:05<00:55,  7.74it/s, v_num=9, loss/train=0.405, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   8%|▊         | 39/469 [00:05<00:55,  7.74it/s, v_num=9, loss/train=0.373, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▊         | 40/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.373, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▊         | 40/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.338, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▊         | 41/469 [00:05<00:55,  7.78it/s, v_num=9, loss/train=0.338, alignment/train=0.0862, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▊         | 41/469 [00:05<00:55,  7.78it/s, v_num=9, loss/train=0.349, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▉         | 42/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.349, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▉         | 42/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.365, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▉         | 43/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.365, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▉         | 43/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.348, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▉         | 44/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.348, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   9%|▉         | 44/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.371, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|▉         | 45/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.371, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|▉         | 45/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.317, alignment/train=0.0926, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|▉         | 46/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.317, alignment/train=0.0926, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|▉         | 46/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|█         | 47/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|█         | 47/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|█         | 48/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|█         | 48/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.395, alignment/train=0.0987, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|█         | 49/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.395, alignment/train=0.0987, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  10%|█         | 49/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█         | 50/469 [00:06<00:50,  8.26it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█         | 50/469 [00:06<00:50,  8.26it/s, v_num=9, loss/train=0.383, alignment/train=0.0938, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█         | 51/469 [00:06<00:50,  8.35it/s, v_num=9, loss/train=0.383, alignment/train=0.0938, uniformity/train=-3.37, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█         | 51/469 [00:06<00:50,  8.35it/s, v_num=9, loss/train=0.329, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█         | 52/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.329, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█         | 52/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.339, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█▏        | 53/469 [00:06<00:49,  8.41it/s, v_num=9, loss/train=0.339, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  11%|█▏        | 53/469 [00:06<00:49,  8.41it/s, v_num=9, loss/train=0.334, alignment/train=0.114, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 54/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.334, alignment/train=0.114, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 54/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.364, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 55/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.364, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 55/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.386, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 56/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.386, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 56/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.347, alignment/train=0.0914, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 57/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.347, alignment/train=0.0914, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 57/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.334, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 58/469 [00:06<00:47,  8.58it/s, v_num=9, loss/train=0.334, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  12%|█▏        | 58/469 [00:06<00:47,  8.58it/s, v_num=9, loss/train=0.385, alignment/train=0.0973, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 59/469 [00:06<00:47,  8.65it/s, v_num=9, loss/train=0.385, alignment/train=0.0973, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 59/469 [00:06<00:47,  8.65it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 60/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 60/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 61/469 [00:07<00:47,  8.62it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 61/469 [00:07<00:47,  8.62it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 62/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 62/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.313, alignment/train=0.0922, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 63/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.313, alignment/train=0.0922, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  13%|█▎        | 63/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.455, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▎        | 64/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.455, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▎        | 64/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.371, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 65/469 [00:07<00:46,  8.75it/s, v_num=9, loss/train=0.371, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 65/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.430, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 66/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.430, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 66/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 67/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 67/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.358, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.358, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.376, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▍        | 69/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.376, alignment/train=0.103, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▍        | 69/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.399, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▍        | 70/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.399, alignment/train=0.111, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▍        | 70/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.344, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▌        | 71/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.344, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▌        | 71/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.348, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▌        | 72/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.348, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  15%|█▌        | 72/469 [00:08<00:44,  8.97it/s, v_num=9, loss/train=0.362, alignment/train=0.0732, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 73/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.362, alignment/train=0.0732, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 73/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.380, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 74/469 [00:08<00:44,  8.93it/s, v_num=9, loss/train=0.380, alignment/train=0.0956, uniformity/train=-3.38, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 74/469 [00:08<00:44,  8.93it/s, v_num=9, loss/train=0.336, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 75/469 [00:08<00:43,  8.98it/s, v_num=9, loss/train=0.336, alignment/train=0.0978, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 75/469 [00:08<00:43,  8.98it/s, v_num=9, loss/train=0.410, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 76/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.410, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▌        | 76/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▋        | 77/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  16%|█▋        | 77/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.365, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 78/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.365, alignment/train=0.0955, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 78/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.392, alignment/train=0.0885, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 79/469 [00:08<00:42,  9.07it/s, v_num=9, loss/train=0.392, alignment/train=0.0885, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 79/469 [00:08<00:42,  9.07it/s, v_num=9, loss/train=0.347, alignment/train=0.0941, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 80/469 [00:08<00:42,  9.05it/s, v_num=9, loss/train=0.347, alignment/train=0.0941, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 80/469 [00:08<00:42,  9.05it/s, v_num=9, loss/train=0.382, alignment/train=0.0999, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 81/469 [00:08<00:42,  9.09it/s, v_num=9, loss/train=0.382, alignment/train=0.0999, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 81/469 [00:08<00:42,  9.09it/s, v_num=9, loss/train=0.352, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 82/469 [00:08<00:42,  9.14it/s, v_num=9, loss/train=0.352, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  17%|█▋        | 82/469 [00:08<00:42,  9.14it/s, v_num=9, loss/train=0.345, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 83/469 [00:09<00:42,  9.19it/s, v_num=9, loss/train=0.345, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 83/469 [00:09<00:42,  9.19it/s, v_num=9, loss/train=0.362, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 84/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.362, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 84/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.363, alignment/train=0.0822, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 85/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.363, alignment/train=0.0822, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 85/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.372, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 86/469 [00:09<00:41,  9.24it/s, v_num=9, loss/train=0.372, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  18%|█▊        | 86/469 [00:09<00:41,  9.24it/s, v_num=9, loss/train=0.323, alignment/train=0.0924, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▊        | 87/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.323, alignment/train=0.0924, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▊        | 87/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.287, alignment/train=0.0794, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 88/469 [00:09<00:40,  9.29it/s, v_num=9, loss/train=0.287, alignment/train=0.0794, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 88/469 [00:09<00:40,  9.29it/s, v_num=9, loss/train=0.336, alignment/train=0.0946, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 89/469 [00:09<00:40,  9.31it/s, v_num=9, loss/train=0.336, alignment/train=0.0946, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 89/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.349, alignment/train=0.0823, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 90/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.349, alignment/train=0.0823, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 90/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.351, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 91/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.351, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  19%|█▉        | 91/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.336, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|█▉        | 92/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.336, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|█▉        | 92/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.344, alignment/train=0.0971, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|█▉        | 93/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.344, alignment/train=0.0971, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|█▉        | 93/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.423, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|██        | 94/469 [00:10<00:39,  9.38it/s, v_num=9, loss/train=0.423, alignment/train=0.0979, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|██        | 94/469 [00:10<00:40,  9.37it/s, v_num=9, loss/train=0.470, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|██        | 95/469 [00:10<00:39,  9.37it/s, v_num=9, loss/train=0.470, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|██        | 95/469 [00:10<00:39,  9.37it/s, v_num=9, loss/train=0.360, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|██        | 96/469 [00:10<00:39,  9.42it/s, v_num=9, loss/train=0.360, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  20%|██        | 96/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.356, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██        | 97/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.356, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██        | 97/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.386, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██        | 98/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.386, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██        | 98/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.344, alignment/train=0.0967, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██        | 99/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.344, alignment/train=0.0967, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██        | 99/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.411, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██▏       | 100/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.411, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  21%|██▏       | 100/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.399, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 101/469 [00:10<00:38,  9.45it/s, v_num=9, loss/train=0.399, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 101/469 [00:10<00:38,  9.45it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 102/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 102/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.397, alignment/train=0.0871, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 103/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.397, alignment/train=0.0871, uniformity/train=-3.38, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 103/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.401, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 104/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.401, alignment/train=0.124, uniformity/train=-3.40, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 104/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.371, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 105/469 [00:11<00:38,  9.53it/s, v_num=9, loss/train=0.371, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  22%|██▏       | 105/469 [00:11<00:38,  9.53it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 106/469 [00:11<00:38,  9.54it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 106/469 [00:11<00:38,  9.54it/s, v_num=9, loss/train=0.347, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 107/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.347, alignment/train=0.0986, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 107/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.405, alignment/train=0.094, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 108/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.405, alignment/train=0.094, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 108/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.431, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 109/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.431, alignment/train=0.111, uniformity/train=-3.36, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 109/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.331, alignment/train=0.0929, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 110/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.331, alignment/train=0.0929, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  23%|██▎       | 110/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.365, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▎       | 111/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.365, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▎       | 111/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.348, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▍       | 112/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.348, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▍       | 112/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.367, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▍       | 113/469 [00:11<00:36,  9.64it/s, v_num=9, loss/train=0.367, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▍       | 113/469 [00:11<00:36,  9.64it/s, v_num=9, loss/train=0.324, alignment/train=0.0916, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▍       | 114/469 [00:11<00:36,  9.63it/s, v_num=9, loss/train=0.324, alignment/train=0.0916, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  24%|██▍       | 114/469 [00:11<00:36,  9.63it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▍       | 115/469 [00:11<00:36,  9.64it/s, v_num=9, loss/train=0.403, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▍       | 115/469 [00:11<00:36,  9.64it/s, v_num=9, loss/train=0.397, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▍       | 116/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.397, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▍       | 116/469 [00:12<00:36,  9.65it/s, v_num=9, loss/train=0.349, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▍       | 117/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.349, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▍       | 117/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.430, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▌       | 118/469 [00:12<00:36,  9.70it/s, v_num=9, loss/train=0.430, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▌       | 118/469 [00:12<00:36,  9.70it/s, v_num=9, loss/train=0.320, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▌       | 119/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.320, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  25%|██▌       | 119/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.344, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 120/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.344, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 120/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 121/469 [00:12<00:35,  9.68it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 121/469 [00:12<00:35,  9.68it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 122/469 [00:12<00:35,  9.71it/s, v_num=9, loss/train=0.416, alignment/train=0.104, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 122/469 [00:12<00:35,  9.71it/s, v_num=9, loss/train=0.361, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 123/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.361, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▌       | 123/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.311, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▋       | 124/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.311, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  26%|██▋       | 124/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 125/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 125/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 126/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 126/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.362, alignment/train=0.115, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 127/469 [00:12<00:34,  9.78it/s, v_num=9, loss/train=0.362, alignment/train=0.115, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 127/469 [00:12<00:34,  9.78it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 128/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.409, alignment/train=0.106, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  27%|██▋       | 128/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.378, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 129/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.378, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 129/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.342, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 130/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.342, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 130/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.393, alignment/train=0.0867, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 131/469 [00:13<00:34,  9.77it/s, v_num=9, loss/train=0.393, alignment/train=0.0867, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 131/469 [00:13<00:34,  9.77it/s, v_num=9, loss/train=0.381, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 132/469 [00:13<00:34,  9.80it/s, v_num=9, loss/train=0.381, alignment/train=0.105, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 132/469 [00:13<00:34,  9.80it/s, v_num=9, loss/train=0.453, alignment/train=0.131, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 133/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.453, alignment/train=0.131, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  28%|██▊       | 133/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.407, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▊       | 134/469 [00:13<00:33,  9.86it/s, v_num=9, loss/train=0.407, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▊       | 134/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.422, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 135/469 [00:13<00:33,  9.83it/s, v_num=9, loss/train=0.422, alignment/train=0.116, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 135/469 [00:13<00:33,  9.83it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 136/469 [00:13<00:33,  9.83it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 136/469 [00:13<00:33,  9.83it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 137/469 [00:13<00:33,  9.86it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 137/469 [00:13<00:33,  9.86it/s, v_num=9, loss/train=0.371, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.371, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.374, alignment/train=0.0993, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|██▉       | 139/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.374, alignment/train=0.0993, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|██▉       | 139/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.329, alignment/train=0.0906, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|██▉       | 140/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.329, alignment/train=0.0906, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|██▉       | 140/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|███       | 141/469 [00:14<00:33,  9.87it/s, v_num=9, loss/train=0.373, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|███       | 141/469 [00:14<00:33,  9.87it/s, v_num=9, loss/train=0.363, alignment/train=0.0996, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|███       | 142/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.363, alignment/train=0.0996, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|███       | 142/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.423, alignment/train=0.0974, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|███       | 143/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.423, alignment/train=0.0974, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  30%|███       | 143/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.424, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███       | 144/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.424, alignment/train=0.0915, uniformity/train=-3.39, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███       | 144/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.415, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███       | 145/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.415, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███       | 145/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.398, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███       | 146/469 [00:14<00:32,  9.92it/s, v_num=9, loss/train=0.398, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███       | 146/469 [00:14<00:32,  9.92it/s, v_num=9, loss/train=0.432, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███▏      | 147/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.432, alignment/train=0.112, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  31%|███▏      | 147/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.366, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 148/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.366, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 148/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.337, alignment/train=0.0877, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 149/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.337, alignment/train=0.0877, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 149/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.377, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 150/469 [00:15<00:32,  9.92it/s, v_num=9, loss/train=0.377, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 150/469 [00:15<00:32,  9.92it/s, v_num=9, loss/train=0.349, alignment/train=0.0846, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 151/469 [00:15<00:31,  9.95it/s, v_num=9, loss/train=0.349, alignment/train=0.0846, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 151/469 [00:15<00:31,  9.95it/s, v_num=9, loss/train=0.370, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 152/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.370, alignment/train=0.0842, uniformity/train=-3.37, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  32%|███▏      | 152/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.423, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 153/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.423, alignment/train=0.101, uniformity/train=-3.37, contrastive_acc/train=0.969, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 153/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.339, alignment/train=0.0872, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.339, alignment/train=0.0872, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.319, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 155/469 [00:15<00:31,  9.95it/s, v_num=9, loss/train=0.319, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 155/469 [00:15<00:31,  9.95it/s, v_num=9, loss/train=0.381, alignment/train=0.0996, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 156/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.381, alignment/train=0.0996, uniformity/train=-3.34, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 156/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.351, alignment/train=0.0883, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.351, alignment/train=0.0883, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  33%|███▎      | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.357, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▎      | 158/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.357, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▎      | 158/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.373, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▍      | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.373, alignment/train=0.101, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▍      | 159/469 [00:15<00:30, 10.01it/s, v_num=9, loss/train=0.358, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▍      | 160/469 [00:15<00:30, 10.03it/s, v_num=9, loss/train=0.358, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▍      | 160/469 [00:15<00:30, 10.03it/s, v_num=9, loss/train=0.376, alignment/train=0.0838, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▍      | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.376, alignment/train=0.0838, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  34%|███▍      | 161/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.336, alignment/train=0.0887, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▍      | 162/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.336, alignment/train=0.0887, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▍      | 162/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.418, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▍      | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.418, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▍      | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.419, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▍      | 164/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.419, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▍      | 164/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.369, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▌      | 165/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.369, alignment/train=0.0874, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▌      | 165/469 [00:16<00:30, 10.01it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▌      | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.351, alignment/train=0.0945, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  35%|███▌      | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.416, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 167/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.416, alignment/train=0.103, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 167/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.327, alignment/train=0.0956, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 168/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.327, alignment/train=0.0956, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 168/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.368, alignment/train=0.089, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.368, alignment/train=0.089, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.345, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 170/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.345, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▌      | 170/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.296, alignment/train=0.0981, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▋      | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.296, alignment/train=0.0981, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  36%|███▋      | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.335, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 172/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.335, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 173/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.334, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 173/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.377, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 174/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.377, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 174/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.335, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 175/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.335, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  37%|███▋      | 175/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 176/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 176/469 [00:17<00:29, 10.08it/s, v_num=9, loss/train=0.403, alignment/train=0.0955, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.403, alignment/train=0.0955, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 177/469 [00:17<00:28, 10.08it/s, v_num=9, loss/train=0.336, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.336, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.365, alignment/train=0.0964, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 179/469 [00:17<00:28, 10.09it/s, v_num=9, loss/train=0.365, alignment/train=0.0964, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 179/469 [00:17<00:28, 10.09it/s, v_num=9, loss/train=0.335, alignment/train=0.0958, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 180/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.335, alignment/train=0.0958, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  38%|███▊      | 180/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.297, alignment/train=0.0879, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▊      | 181/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.297, alignment/train=0.0879, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▊      | 181/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.373, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 182/469 [00:18<00:28, 10.09it/s, v_num=9, loss/train=0.373, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 182/469 [00:18<00:28, 10.09it/s, v_num=9, loss/train=0.337, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 183/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.337, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 183/469 [00:18<00:28, 10.12it/s, v_num=9, loss/train=0.368, alignment/train=0.0942, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 184/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.368, alignment/train=0.0942, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 184/469 [00:18<00:28, 10.13it/s, v_num=9, loss/train=0.347, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 185/469 [00:18<00:28, 10.14it/s, v_num=9, loss/train=0.347, alignment/train=0.0976, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  39%|███▉      | 185/469 [00:18<00:28, 10.14it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|███▉      | 186/469 [00:18<00:27, 10.13it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|███▉      | 186/469 [00:18<00:27, 10.13it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|███▉      | 187/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|███▉      | 187/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.350, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|████      | 188/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.350, alignment/train=0.100, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|████      | 188/469 [00:18<00:27, 10.14it/s, v_num=9, loss/train=0.345, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|████      | 189/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.345, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  40%|████      | 189/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.318, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 190/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.318, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 190/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.379, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.379, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.332, alignment/train=0.0968, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 192/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.332, alignment/train=0.0968, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 192/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.375, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 193/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.375, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████      | 193/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.318, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████▏     | 194/469 [00:19<00:27, 10.18it/s, v_num=9, loss/train=0.318, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  41%|████▏     | 194/469 [00:19<00:27, 10.18it/s, v_num=9, loss/train=0.388, alignment/train=0.0989, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.388, alignment/train=0.0989, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.409, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.409, alignment/train=0.116, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 196/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.373, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.373, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 197/469 [00:19<00:26, 10.18it/s, v_num=9, loss/train=0.372, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.372, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.357, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 199/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.357, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  42%|████▏     | 199/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.356, alignment/train=0.096, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 200/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.356, alignment/train=0.096, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 200/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.354, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.354, alignment/train=0.0971, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.310, alignment/train=0.0886, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 202/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.310, alignment/train=0.0886, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 202/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.415, alignment/train=0.105, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 203/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.382, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 204/469 [00:19<00:25, 10.23it/s, v_num=9, loss/train=0.382, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  43%|████▎     | 204/469 [00:19<00:25, 10.22it/s, v_num=9, loss/train=0.291, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▎     | 205/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.291, alignment/train=0.0948, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▎     | 205/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.378, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▍     | 206/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.378, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▍     | 206/469 [00:20<00:25, 10.22it/s, v_num=9, loss/train=0.392, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▍     | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.392, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▍     | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.324, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▍     | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.324, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  44%|████▍     | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▍     | 209/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▍     | 209/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▍     | 210/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▍     | 210/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.387, alignment/train=0.0965, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▍     | 211/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.387, alignment/train=0.0965, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▍     | 211/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▌     | 212/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▌     | 212/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.347, alignment/train=0.0908, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▌     | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.347, alignment/train=0.0908, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  45%|████▌     | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▌     | 214/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.352, alignment/train=0.0982, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▌     | 214/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.307, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▌     | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.307, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▌     | 215/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.374, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▌     | 216/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.374, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▌     | 216/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.344, alignment/train=0.0905, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▋     | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.344, alignment/train=0.0905, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▋     | 217/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.376, alignment/train=0.0945, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▋     | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.376, alignment/train=0.0945, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  46%|████▋     | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.333, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 219/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.333, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 219/469 [00:21<00:24, 10.29it/s, v_num=9, loss/train=0.395, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 220/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.395, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 220/469 [00:21<00:24, 10.27it/s, v_num=9, loss/train=0.347, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.347, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.368, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.368, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  47%|████▋     | 222/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.322, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 223/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.322, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 223/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.348, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 224/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.348, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 224/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.302, alignment/train=0.0976, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 225/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.302, alignment/train=0.0976, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 225/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.383, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 226/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.383, alignment/train=0.0961, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 226/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.388, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 227/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.388, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  48%|████▊     | 227/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.358, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▊     | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.358, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▊     | 228/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.429, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.429, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.387, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.387, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.351, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.327, alignment/train=0.0918, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.327, alignment/train=0.0918, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  49%|████▉     | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.380, alignment/train=0.0907, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|████▉     | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.380, alignment/train=0.0907, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|████▉     | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.332, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|████▉     | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.332, alignment/train=0.0918, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|████▉     | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.372, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|█████     | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.372, alignment/train=0.0903, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|█████     | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.366, alignment/train=0.0947, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|█████     | 236/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.366, alignment/train=0.0947, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  50%|█████     | 236/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.117, uniformity/train=-3.40, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.363, alignment/train=0.0847, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.363, alignment/train=0.0847, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.403, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.403, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.961, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.392, alignment/train=0.0996, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 240/469 [00:23<00:22, 10.38it/s, v_num=9, loss/train=0.392, alignment/train=0.0996, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████     | 240/469 [00:23<00:22, 10.38it/s, v_num=9, loss/train=0.342, alignment/train=0.0899, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████▏    | 241/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.342, alignment/train=0.0899, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  51%|█████▏    | 241/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.358, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.358, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.295, alignment/train=0.099, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.295, alignment/train=0.099, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.356, alignment/train=0.0919, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 244/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.356, alignment/train=0.0919, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 244/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 245/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.383, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 245/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.314, alignment/train=0.0802, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 246/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.314, alignment/train=0.0802, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  52%|█████▏    | 246/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.364, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.364, alignment/train=0.0905, uniformity/train=-3.39, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 248/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.385, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 248/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 249/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.370, alignment/train=0.0985, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 249/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.415, alignment/train=0.0914, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.415, alignment/train=0.0914, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  53%|█████▎    | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.324, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▎    | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.324, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▎    | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.399, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▎    | 252/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.399, alignment/train=0.109, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▎    | 252/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.316, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▍    | 253/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.316, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▍    | 253/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.311, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▍    | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.311, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▍    | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▍    | 255/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.391, alignment/train=0.117, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  54%|█████▍    | 255/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.318, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▍    | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.318, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▍    | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▍    | 257/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.362, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▍    | 257/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.391, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▌    | 258/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.391, alignment/train=0.109, uniformity/train=-3.38, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▌    | 258/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.282, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▌    | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.282, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▌    | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.338, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▌    | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.338, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  55%|█████▌    | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.388, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▌    | 261/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.388, alignment/train=0.107, uniformity/train=-3.37, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▌    | 261/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.373, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▌    | 262/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.373, alignment/train=0.0968, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▌    | 262/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.354, alignment/train=0.0891, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▌    | 263/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.354, alignment/train=0.0891, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▌    | 263/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.321, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▋    | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.321, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  56%|█████▋    | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.341, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.341, alignment/train=0.0933, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 265/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.350, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 266/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.350, alignment/train=0.0892, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 266/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.352, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.352, alignment/train=0.0949, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.364, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.364, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 268/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 269/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.330, alignment/train=0.0906, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  57%|█████▋    | 269/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.368, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 270/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.368, alignment/train=0.0957, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 270/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.300, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 271/469 [00:25<00:18, 10.45it/s, v_num=9, loss/train=0.300, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 271/469 [00:25<00:18, 10.45it/s, v_num=9, loss/train=0.397, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 272/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.397, alignment/train=0.112, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 272/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.331, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 273/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.331, alignment/train=0.0909, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 273/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.320, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 274/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.320, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  58%|█████▊    | 274/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.345, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▊    | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.345, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▊    | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.393, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.393, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.336, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 277/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.336, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 277/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.297, alignment/train=0.0906, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 278/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.297, alignment/train=0.0906, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 278/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.342, alignment/train=0.0969, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 279/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.342, alignment/train=0.0969, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  59%|█████▉    | 279/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.314, alignment/train=0.0885, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|█████▉    | 280/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.314, alignment/train=0.0885, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|█████▉    | 280/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.385, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|█████▉    | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.385, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|█████▉    | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.352, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|██████    | 282/469 [00:26<00:17, 10.49it/s, v_num=9, loss/train=0.352, alignment/train=0.0968, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|██████    | 282/469 [00:26<00:17, 10.49it/s, v_num=9, loss/train=0.326, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|██████    | 283/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.326, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  60%|██████    | 283/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.313, alignment/train=0.0972, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 284/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.313, alignment/train=0.0972, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 284/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.327, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 285/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.327, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 285/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.381, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.381, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████    | 287/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.400, alignment/train=0.121, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████▏   | 288/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.400, alignment/train=0.121, uniformity/train=-3.42, contrastive_acc/train=0.965, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  61%|██████▏   | 288/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 289/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 289/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.359, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 290/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.359, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 290/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.407, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 291/469 [00:27<00:16, 10.50it/s, v_num=9, loss/train=0.407, alignment/train=0.105, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 291/469 [00:27<00:16, 10.50it/s, v_num=9, loss/train=0.353, alignment/train=0.0987, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.353, alignment/train=0.0987, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.378, alignment/train=0.0935, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.378, alignment/train=0.0935, uniformity/train=-3.34, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  62%|██████▏   | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.312, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.312, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.348, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.348, alignment/train=0.097, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.407, alignment/train=0.0939, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.407, alignment/train=0.0939, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 297/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.382, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  63%|██████▎   | 297/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▎   | 298/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▎   | 298/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.335, alignment/train=0.0878, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.335, alignment/train=0.0878, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.345, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.345, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.402, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 302/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.402, alignment/train=0.0963, uniformity/train=-3.38, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  64%|██████▍   | 302/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.329, alignment/train=0.0753, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▍   | 303/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.329, alignment/train=0.0753, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▍   | 303/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▍   | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.372, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▍   | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.322, alignment/train=0.0912, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▌   | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.322, alignment/train=0.0912, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▌   | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.315, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▌   | 306/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.315, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▌   | 306/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.339, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▌   | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.339, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  65%|██████▌   | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.309, alignment/train=0.090, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▌   | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.309, alignment/train=0.090, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▌   | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.323, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▌   | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.323, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▌   | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.357, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▌   | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.357, alignment/train=0.112, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▌   | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.322, alignment/train=0.0897, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▋   | 311/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.322, alignment/train=0.0897, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  66%|██████▋   | 311/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 312/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0938, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 312/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.369, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 313/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.369, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 313/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.450, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 314/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.450, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 314/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.324, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.324, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.328, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 316/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.328, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  67%|██████▋   | 316/469 [00:29<00:14, 10.54it/s, v_num=9, loss/train=0.369, alignment/train=0.0989, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.369, alignment/train=0.0989, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.331, alignment/train=0.087, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 318/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.331, alignment/train=0.087, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 318/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.365, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 319/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.365, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 319/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.303, alignment/train=0.0883, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 320/469 [00:30<00:14, 10.55it/s, v_num=9, loss/train=0.303, alignment/train=0.0883, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 320/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.281, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 321/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.281, alignment/train=0.0852, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  68%|██████▊   | 321/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.319, alignment/train=0.0885, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▊   | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.319, alignment/train=0.0885, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▊   | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.306, alignment/train=0.0838, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▉   | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.306, alignment/train=0.0838, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▉   | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.416, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▉   | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.416, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▉   | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.360, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▉   | 325/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.360, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  69%|██████▉   | 325/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.340, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|██████▉   | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.340, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|██████▉   | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.437, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|██████▉   | 327/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.437, alignment/train=0.110, uniformity/train=-3.37, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|██████▉   | 327/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.308, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|██████▉   | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.308, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|██████▉   | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.319, alignment/train=0.0896, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|███████   | 329/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.319, alignment/train=0.0896, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|███████   | 329/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|███████   | 330/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  70%|███████   | 330/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.363, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 331/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.363, alignment/train=0.098, uniformity/train=-3.40, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 331/469 [00:31<00:13, 10.58it/s, v_num=9, loss/train=0.333, alignment/train=0.0936, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.333, alignment/train=0.0936, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.324, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 333/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.324, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 333/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.351, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.351, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████   | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.389, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████▏  | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.389, alignment/train=0.101, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  71%|███████▏  | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.319, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 336/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.319, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 336/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.312, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 337/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.312, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 337/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.320, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 338/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.320, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 338/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.348, alignment/train=0.0948, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.348, alignment/train=0.0948, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  72%|███████▏  | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.352, alignment/train=0.0997, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 341/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.352, alignment/train=0.0997, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 341/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.368, alignment/train=0.0889, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 342/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.368, alignment/train=0.0889, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 342/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.346, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.344, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 344/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.344, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  73%|███████▎  | 344/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.366, alignment/train=0.0977, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▎  | 345/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.366, alignment/train=0.0977, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▎  | 345/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.306, alignment/train=0.090, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 346/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.306, alignment/train=0.090, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 346/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.339, alignment/train=0.0899, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 347/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.339, alignment/train=0.0899, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 347/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.373, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 348/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.373, alignment/train=0.104, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 348/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.379, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 349/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.379, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  74%|███████▍  | 349/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▍  | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▍  | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.329, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▍  | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.329, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▍  | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.383, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▌  | 352/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.383, alignment/train=0.100, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▌  | 352/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.369, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▌  | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.369, alignment/train=0.101, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▌  | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.375, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▌  | 354/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.375, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  75%|███████▌  | 354/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.369, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▌  | 355/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.369, alignment/train=0.095, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▌  | 355/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.329, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▌  | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.329, alignment/train=0.111, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▌  | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.343, alignment/train=0.0801, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▌  | 357/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.343, alignment/train=0.0801, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▌  | 357/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.328, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▋  | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.328, alignment/train=0.0912, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  76%|███████▋  | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.346, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 359/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.346, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 359/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.342, alignment/train=0.0832, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 360/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.342, alignment/train=0.0832, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 360/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.306, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.306, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.366, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 362/469 [00:34<00:10, 10.63it/s, v_num=9, loss/train=0.366, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 362/469 [00:34<00:10, 10.63it/s, v_num=9, loss/train=0.392, alignment/train=0.0922, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.392, alignment/train=0.0922, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  77%|███████▋  | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.319, alignment/train=0.0889, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.319, alignment/train=0.0889, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.390, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.390, alignment/train=0.0993, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.299, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.299, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.306, alignment/train=0.0895, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 367/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.306, alignment/train=0.0895, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 367/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.398, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 368/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.398, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  78%|███████▊  | 368/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.315, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▊  | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.315, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▊  | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.389, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▉  | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.389, alignment/train=0.106, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▉  | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.309, alignment/train=0.0849, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▉  | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.309, alignment/train=0.0849, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▉  | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.287, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▉  | 372/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.287, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  79%|███████▉  | 372/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.333, alignment/train=0.0999, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|███████▉  | 373/469 [00:35<00:09, 10.64it/s, v_num=9, loss/train=0.333, alignment/train=0.0999, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|███████▉  | 373/469 [00:35<00:09, 10.64it/s, v_num=9, loss/train=0.338, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|███████▉  | 374/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.338, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|███████▉  | 374/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.347, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|███████▉  | 375/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.347, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|███████▉  | 375/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.310, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|████████  | 376/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.310, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|████████  | 376/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|████████  | 377/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  80%|████████  | 377/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.342, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 378/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.342, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 378/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.306, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.306, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.342, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.342, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.273, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 381/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.273, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████  | 381/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.331, alignment/train=0.0904, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.331, alignment/train=0.0904, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.357, alignment/train=0.0888, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 383/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.357, alignment/train=0.0888, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 383/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.382, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 384/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.382, alignment/train=0.0963, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 384/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.383, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.383, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.275, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 386/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.275, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  82%|████████▏ | 386/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.336, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.336, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.347, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.347, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.296, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.296, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.323, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.323, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.263, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.263, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.336, alignment/train=0.0993, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.336, alignment/train=0.0993, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.329, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 395/469 [00:36<00:06, 10.69it/s, v_num=9, loss/train=0.329, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 395/469 [00:36<00:06, 10.69it/s, v_num=9, loss/train=0.335, alignment/train=0.0785, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 396/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.335, alignment/train=0.0785, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  84%|████████▍ | 396/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.311, alignment/train=0.0798, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.311, alignment/train=0.0798, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▍ | 398/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.313, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▍ | 398/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.340, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▌ | 399/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.340, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▌ | 399/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▌ | 400/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  85%|████████▌ | 400/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 401/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 401/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.371, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 402/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.371, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 402/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.283, alignment/train=0.0844, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.283, alignment/train=0.0844, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.368, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.368, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.0833, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.0833, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.265, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.265, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.306, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.306, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.306, alignment/train=0.0815, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.306, alignment/train=0.0815, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.344, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.344, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.395, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.395, alignment/train=0.117, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.304, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 411/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.304, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 411/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.311, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.311, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.320, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.320, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.366, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.366, alignment/train=0.115, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.333, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.333, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.099, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.099, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.331, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.331, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.272, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▉ | 419/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.272, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  89%|████████▉ | 419/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.337, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|████████▉ | 420/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.337, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|████████▉ | 420/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|████████▉ | 421/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|████████▉ | 421/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.362, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.362, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.286, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.286, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.313, alignment/train=0.092, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.313, alignment/train=0.092, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.357, alignment/train=0.0951, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.357, alignment/train=0.0951, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.302, alignment/train=0.0735, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████ | 426/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.302, alignment/train=0.0735, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████ | 426/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.355, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.355, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████▏| 428/469 [00:39<00:03, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.0879, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.301, alignment/train=0.0879, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.300, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.300, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.326, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.326, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.294, alignment/train=0.0818, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.294, alignment/train=0.0818, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.367, alignment/train=0.0862, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 433/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.367, alignment/train=0.0862, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  92%|█████████▏| 433/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.319, alignment/train=0.0862, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.319, alignment/train=0.0862, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.330, alignment/train=0.0943, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.330, alignment/train=0.0943, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.324, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 436/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.324, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 436/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.350, alignment/train=0.0975, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.350, alignment/train=0.0975, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.304, alignment/train=0.0795, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 438/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.304, alignment/train=0.0795, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  93%|█████████▎| 438/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.371, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▎| 439/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.371, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▎| 439/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.312, alignment/train=0.0981, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.312, alignment/train=0.0981, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.324, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.324, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.293, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 442/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.293, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 442/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.313, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.313, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.283, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.283, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.345, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.345, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.340, alignment/train=0.0964, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.340, alignment/train=0.0964, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.420, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.420, alignment/train=0.106, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.356, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 448/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.356, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 448/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.297, alignment/train=0.0979, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.297, alignment/train=0.0979, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.339, alignment/train=0.0983, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.339, alignment/train=0.0983, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.320, alignment/train=0.0904, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.320, alignment/train=0.0904, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.334, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.334, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.304, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.304, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.310, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.310, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.284, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.284, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.306, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.306, alignment/train=0.0852, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.327, alignment/train=0.0988, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 457/469 [00:42<00:01, 10.84it/s, v_num=9, loss/train=0.327, alignment/train=0.0988, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  97%|█████████▋| 457/469 [00:42<00:01, 10.84it/s, v_num=9, loss/train=0.344, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 458/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.344, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 458/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.375, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.375, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.312, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.312, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.330, alignment/train=0.088, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▊| 462/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.330, alignment/train=0.088, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▊| 462/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.360, alignment/train=0.105, uniformity/train=-3.42, contrastive_acc/train=0.977, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.332, alignment/train=0.0912, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▉| 464/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.332, alignment/train=0.0912, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▉| 464/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.369, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.369, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.365, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.365, alignment/train=0.0947, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:  99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.335, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.335, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.330, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.330, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.675, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]

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Epoch 4: 100%|██████████| 469/469 [00:48<00:00,  9.66it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4: 100%|██████████| 469/469 [00:48<00:00,  9.66it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 4:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   0%|          | 1/469 [00:01<12:57,  0.60it/s, v_num=9, loss/train=0.237, alignment/train=0.086, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   0%|          | 1/469 [00:01<12:58,  0.60it/s, v_num=9, loss/train=0.261, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   0%|          | 2/469 [00:01<06:48,  1.14it/s, v_num=9, loss/train=0.261, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   0%|          | 2/469 [00:01<06:48,  1.14it/s, v_num=9, loss/train=0.397, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|          | 3/469 [00:01<04:49,  1.61it/s, v_num=9, loss/train=0.397, alignment/train=0.113, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|          | 3/469 [00:01<04:49,  1.61it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|          | 4/469 [00:01<03:45,  2.06it/s, v_num=9, loss/train=0.400, alignment/train=0.103, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|          | 4/469 [00:01<03:46,  2.06it/s, v_num=9, loss/train=0.287, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|          | 5/469 [00:02<03:09,  2.45it/s, v_num=9, loss/train=0.287, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|          | 5/469 [00:02<03:09,  2.45it/s, v_num=9, loss/train=0.286, alignment/train=0.0978, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|▏         | 6/469 [00:02<02:44,  2.82it/s, v_num=9, loss/train=0.286, alignment/train=0.0978, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|▏         | 6/469 [00:02<02:44,  2.82it/s, v_num=9, loss/train=0.293, alignment/train=0.0974, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|▏         | 7/469 [00:02<02:29,  3.10it/s, v_num=9, loss/train=0.293, alignment/train=0.0974, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   1%|▏         | 7/469 [00:02<02:29,  3.10it/s, v_num=9, loss/train=0.297, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 8/469 [00:02<02:13,  3.46it/s, v_num=9, loss/train=0.297, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 8/469 [00:02<02:13,  3.45it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.387, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 10/469 [00:02<01:51,  4.10it/s, v_num=9, loss/train=0.387, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 10/469 [00:02<01:51,  4.10it/s, v_num=9, loss/train=0.334, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 11/469 [00:02<01:46,  4.31it/s, v_num=9, loss/train=0.334, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   2%|▏         | 11/469 [00:02<01:46,  4.30it/s, v_num=9, loss/train=0.345, alignment/train=0.0937, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 12/469 [00:02<01:41,  4.51it/s, v_num=9, loss/train=0.345, alignment/train=0.0937, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 12/469 [00:02<01:41,  4.50it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 13/469 [00:02<01:35,  4.76it/s, v_num=9, loss/train=0.327, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 13/469 [00:02<01:35,  4.76it/s, v_num=9, loss/train=0.352, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 14/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.352, alignment/train=0.0971, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 14/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.246, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 15/469 [00:02<01:26,  5.24it/s, v_num=9, loss/train=0.246, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 15/469 [00:02<01:26,  5.24it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.961, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 16/469 [00:02<01:24,  5.38it/s, v_num=9, loss/train=0.408, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.961, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   3%|▎         | 16/469 [00:02<01:24,  5.37it/s, v_num=9, loss/train=0.318, alignment/train=0.0965, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▎         | 17/469 [00:03<01:21,  5.56it/s, v_num=9, loss/train=0.318, alignment/train=0.0965, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▎         | 17/469 [00:03<01:21,  5.56it/s, v_num=9, loss/train=0.333, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 18/469 [00:03<01:19,  5.69it/s, v_num=9, loss/train=0.333, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 18/469 [00:03<01:19,  5.69it/s, v_num=9, loss/train=0.330, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 19/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.330, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 19/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.341, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 20/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.341, alignment/train=0.0926, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 20/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.328, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 21/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.328, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   4%|▍         | 21/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.347, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▍         | 22/469 [00:03<01:11,  6.24it/s, v_num=9, loss/train=0.347, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▍         | 22/469 [00:03<01:11,  6.24it/s, v_num=9, loss/train=0.320, alignment/train=0.0972, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.320, alignment/train=0.0972, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.272, alignment/train=0.085, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▌         | 24/469 [00:03<01:09,  6.38it/s, v_num=9, loss/train=0.272, alignment/train=0.085, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▌         | 24/469 [00:03<01:09,  6.38it/s, v_num=9, loss/train=0.314, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▌         | 25/469 [00:03<01:08,  6.51it/s, v_num=9, loss/train=0.314, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   5%|▌         | 25/469 [00:03<01:08,  6.51it/s, v_num=9, loss/train=0.334, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 26/469 [00:03<01:06,  6.61it/s, v_num=9, loss/train=0.334, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 26/469 [00:03<01:07,  6.61it/s, v_num=9, loss/train=0.345, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 27/469 [00:04<01:05,  6.73it/s, v_num=9, loss/train=0.345, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 27/469 [00:04<01:05,  6.73it/s, v_num=9, loss/train=0.336, alignment/train=0.0882, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 28/469 [00:04<01:04,  6.85it/s, v_num=9, loss/train=0.336, alignment/train=0.0882, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 28/469 [00:04<01:04,  6.85it/s, v_num=9, loss/train=0.286, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 29/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.286, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▌         | 29/469 [00:04<01:02,  6.99it/s, v_num=9, loss/train=0.296, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▋         | 30/469 [00:04<01:01,  7.13it/s, v_num=9, loss/train=0.296, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   6%|▋         | 30/469 [00:04<01:01,  7.13it/s, v_num=9, loss/train=0.337, alignment/train=0.0905, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 31/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.337, alignment/train=0.0905, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 31/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 32/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 32/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.331, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 33/469 [00:04<01:00,  7.25it/s, v_num=9, loss/train=0.331, alignment/train=0.0943, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 33/469 [00:04<01:00,  7.25it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 34/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.390, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 34/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.307, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 35/469 [00:04<00:58,  7.46it/s, v_num=9, loss/train=0.307, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   7%|▋         | 35/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.330, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 36/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.330, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 36/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.366, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 38/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.366, alignment/train=0.0982, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 38/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 39/469 [00:05<00:56,  7.61it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   8%|▊         | 39/469 [00:05<00:56,  7.60it/s, v_num=9, loss/train=0.318, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▊         | 40/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.318, alignment/train=0.0904, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▊         | 40/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▊         | 41/469 [00:05<00:54,  7.82it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▊         | 41/469 [00:05<00:54,  7.81it/s, v_num=9, loss/train=0.294, alignment/train=0.089, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▉         | 42/469 [00:05<00:53,  7.92it/s, v_num=9, loss/train=0.294, alignment/train=0.089, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▉         | 42/469 [00:05<00:53,  7.92it/s, v_num=9, loss/train=0.326, alignment/train=0.0816, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▉         | 43/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.326, alignment/train=0.0816, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▉         | 43/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.338, alignment/train=0.0878, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▉         | 44/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.338, alignment/train=0.0878, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:   9%|▉         | 44/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.369, alignment/train=0.120, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|▉         | 45/469 [00:05<00:52,  8.01it/s, v_num=9, loss/train=0.369, alignment/train=0.120, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|▉         | 45/469 [00:05<00:52,  8.01it/s, v_num=9, loss/train=0.308, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|▉         | 46/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.308, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|▉         | 46/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.307, alignment/train=0.0994, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|█         | 47/469 [00:05<00:52,  8.07it/s, v_num=9, loss/train=0.307, alignment/train=0.0994, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|█         | 47/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|█         | 48/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|█         | 48/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.313, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|█         | 49/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.313, alignment/train=0.0933, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  10%|█         | 49/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.340, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█         | 50/469 [00:06<00:50,  8.26it/s, v_num=9, loss/train=0.340, alignment/train=0.104, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█         | 50/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█         | 51/469 [00:06<00:50,  8.29it/s, v_num=9, loss/train=0.389, alignment/train=0.108, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█         | 51/469 [00:06<00:50,  8.29it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█         | 52/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█         | 52/469 [00:06<00:50,  8.31it/s, v_num=9, loss/train=0.340, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█▏        | 53/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.340, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  11%|█▏        | 53/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.357, alignment/train=0.0972, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 54/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.357, alignment/train=0.0972, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 54/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.295, alignment/train=0.0821, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 55/469 [00:06<00:48,  8.47it/s, v_num=9, loss/train=0.295, alignment/train=0.0821, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 55/469 [00:06<00:48,  8.47it/s, v_num=9, loss/train=0.307, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.307, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 57/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 57/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.373, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 58/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.373, alignment/train=0.0853, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  12%|█▏        | 58/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.314, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 59/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.314, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 59/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.380, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 60/469 [00:07<00:47,  8.53it/s, v_num=9, loss/train=0.380, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 60/469 [00:07<00:47,  8.53it/s, v_num=9, loss/train=0.343, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 61/469 [00:07<00:47,  8.60it/s, v_num=9, loss/train=0.343, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 61/469 [00:07<00:47,  8.60it/s, v_num=9, loss/train=0.294, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 62/469 [00:07<00:46,  8.67it/s, v_num=9, loss/train=0.294, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 62/469 [00:07<00:46,  8.67it/s, v_num=9, loss/train=0.309, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 63/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.309, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  13%|█▎        | 63/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.321, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▎        | 64/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.321, alignment/train=0.0901, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▎        | 64/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 65/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 65/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.338, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 66/469 [00:07<00:45,  8.76it/s, v_num=9, loss/train=0.338, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 66/469 [00:07<00:45,  8.76it/s, v_num=9, loss/train=0.381, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 67/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.381, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 67/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.303, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 68/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.303, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  14%|█▍        | 68/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.334, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▍        | 69/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.334, alignment/train=0.0962, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▍        | 69/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.341, alignment/train=0.0959, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▍        | 70/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.341, alignment/train=0.0959, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▍        | 70/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.337, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▌        | 71/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.337, alignment/train=0.0994, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▌        | 71/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.302, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▌        | 72/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.302, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  15%|█▌        | 72/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.312, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 73/469 [00:08<00:44,  8.95it/s, v_num=9, loss/train=0.312, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 73/469 [00:08<00:44,  8.95it/s, v_num=9, loss/train=0.347, alignment/train=0.0954, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 74/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.347, alignment/train=0.0954, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 74/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.276, alignment/train=0.0837, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 75/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.276, alignment/train=0.0837, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 75/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.380, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 76/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.380, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▌        | 76/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.309, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▋        | 77/469 [00:08<00:42,  9.12it/s, v_num=9, loss/train=0.309, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  16%|█▋        | 77/469 [00:08<00:42,  9.12it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 78/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 78/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.320, alignment/train=0.0848, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 79/469 [00:08<00:42,  9.09it/s, v_num=9, loss/train=0.320, alignment/train=0.0848, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 79/469 [00:08<00:42,  9.09it/s, v_num=9, loss/train=0.363, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 80/469 [00:08<00:42,  9.12it/s, v_num=9, loss/train=0.363, alignment/train=0.097, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 80/469 [00:08<00:42,  9.12it/s, v_num=9, loss/train=0.334, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 81/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.334, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 81/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 82/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  17%|█▋        | 82/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.357, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 83/469 [00:09<00:42,  9.16it/s, v_num=9, loss/train=0.357, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 83/469 [00:09<00:42,  9.16it/s, v_num=9, loss/train=0.332, alignment/train=0.0914, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 84/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.332, alignment/train=0.0914, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 84/469 [00:09<00:41,  9.18it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 85/469 [00:09<00:41,  9.23it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 85/469 [00:09<00:41,  9.23it/s, v_num=9, loss/train=0.293, alignment/train=0.0803, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 86/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.293, alignment/train=0.0803, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  18%|█▊        | 86/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.348, alignment/train=0.0849, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▊        | 87/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.348, alignment/train=0.0849, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▊        | 87/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.260, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 88/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.260, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 88/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.316, alignment/train=0.0921, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 89/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.316, alignment/train=0.0921, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 89/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.330, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 90/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.330, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 90/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.325, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 91/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.325, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  19%|█▉        | 91/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.335, alignment/train=0.0817, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|█▉        | 92/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.335, alignment/train=0.0817, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|█▉        | 92/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.291, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|█▉        | 93/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.291, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|█▉        | 93/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.303, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|██        | 94/469 [00:09<00:39,  9.41it/s, v_num=9, loss/train=0.303, alignment/train=0.109, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|██        | 94/469 [00:09<00:39,  9.41it/s, v_num=9, loss/train=0.327, alignment/train=0.0952, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|██        | 95/469 [00:10<00:39,  9.37it/s, v_num=9, loss/train=0.327, alignment/train=0.0952, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|██        | 95/469 [00:10<00:39,  9.37it/s, v_num=9, loss/train=0.348, alignment/train=0.0936, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|██        | 96/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.348, alignment/train=0.0936, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  20%|██        | 96/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.303, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██        | 97/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.303, alignment/train=0.0934, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██        | 97/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██        | 98/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.355, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██        | 98/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.344, alignment/train=0.0837, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██        | 99/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.344, alignment/train=0.0837, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██        | 99/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.338, alignment/train=0.0971, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██▏       | 100/469 [00:10<00:38,  9.47it/s, v_num=9, loss/train=0.338, alignment/train=0.0971, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  21%|██▏       | 100/469 [00:10<00:38,  9.47it/s, v_num=9, loss/train=0.290, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 101/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.290, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 101/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.299, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 102/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.299, alignment/train=0.0913, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 102/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.324, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 103/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.324, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 103/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.276, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 104/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.276, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 104/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.382, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 105/469 [00:10<00:37,  9.60it/s, v_num=9, loss/train=0.382, alignment/train=0.111, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  22%|██▏       | 105/469 [00:10<00:37,  9.60it/s, v_num=9, loss/train=0.340, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 106/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.340, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 106/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.385, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 107/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.385, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 107/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.355, alignment/train=0.0871, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 108/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.355, alignment/train=0.0871, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 108/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 109/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 109/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.284, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 110/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.284, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  23%|██▎       | 110/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.333, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▎       | 111/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.333, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▎       | 111/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.338, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▍       | 112/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.338, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▍       | 112/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.319, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▍       | 113/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.319, alignment/train=0.0937, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▍       | 113/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.359, alignment/train=0.097, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▍       | 114/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.359, alignment/train=0.097, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  24%|██▍       | 114/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.323, alignment/train=0.0986, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▍       | 115/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.323, alignment/train=0.0986, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▍       | 115/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.315, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▍       | 116/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.315, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▍       | 116/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.328, alignment/train=0.0906, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▍       | 117/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.328, alignment/train=0.0906, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▍       | 117/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.315, alignment/train=0.0902, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▌       | 118/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.315, alignment/train=0.0902, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▌       | 118/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.302, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▌       | 119/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.302, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  25%|██▌       | 119/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 120/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 120/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.303, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 121/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.303, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 121/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.360, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 122/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.360, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 122/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.327, alignment/train=0.0845, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 123/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.327, alignment/train=0.0845, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▌       | 123/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.322, alignment/train=0.0892, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▋       | 124/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.322, alignment/train=0.0892, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  26%|██▋       | 124/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.330, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 125/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.330, alignment/train=0.110, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 125/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.293, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 126/469 [00:12<00:34,  9.80it/s, v_num=9, loss/train=0.293, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 126/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.280, alignment/train=0.090, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 127/469 [00:12<00:34,  9.82it/s, v_num=9, loss/train=0.280, alignment/train=0.090, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 127/469 [00:12<00:34,  9.82it/s, v_num=9, loss/train=0.365, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 128/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.365, alignment/train=0.0953, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  27%|██▋       | 128/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.318, alignment/train=0.0949, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 129/469 [00:13<00:34,  9.80it/s, v_num=9, loss/train=0.318, alignment/train=0.0949, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 129/469 [00:13<00:34,  9.80it/s, v_num=9, loss/train=0.302, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 130/469 [00:13<00:34,  9.83it/s, v_num=9, loss/train=0.302, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 130/469 [00:13<00:34,  9.83it/s, v_num=9, loss/train=0.329, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 131/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.329, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 131/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.331, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 132/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.331, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 132/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.302, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 133/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.302, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  28%|██▊       | 133/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▊       | 134/469 [00:13<00:33,  9.87it/s, v_num=9, loss/train=0.384, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▊       | 134/469 [00:13<00:33,  9.87it/s, v_num=9, loss/train=0.342, alignment/train=0.0953, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 135/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.342, alignment/train=0.0953, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 135/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.313, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 136/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.313, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 136/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.353, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 137/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.353, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 137/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.325, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 138/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.325, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  29%|██▉       | 138/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|██▉       | 139/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.377, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|██▉       | 139/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.293, alignment/train=0.0826, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|██▉       | 140/469 [00:14<00:33,  9.91it/s, v_num=9, loss/train=0.293, alignment/train=0.0826, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|██▉       | 140/469 [00:14<00:33,  9.91it/s, v_num=9, loss/train=0.306, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|███       | 141/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.306, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|███       | 141/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.309, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|███       | 142/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.309, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|███       | 142/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.426, alignment/train=0.124, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|███       | 143/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.426, alignment/train=0.124, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  30%|███       | 143/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.369, alignment/train=0.0909, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███       | 144/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.369, alignment/train=0.0909, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███       | 144/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███       | 145/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███       | 145/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.352, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███       | 146/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.352, alignment/train=0.0938, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███       | 146/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███▏      | 147/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  31%|███▏      | 147/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.391, alignment/train=0.0968, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 148/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.391, alignment/train=0.0968, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 148/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.370, alignment/train=0.0971, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 149/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.370, alignment/train=0.0971, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 149/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.314, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 150/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.314, alignment/train=0.0907, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 150/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.347, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 152/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.347, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  32%|███▏      | 152/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.356, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.362, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 154/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.362, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 154/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.318, alignment/train=0.0992, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 155/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.318, alignment/train=0.0992, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 155/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 156/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 156/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.362, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.362, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  33%|███▎      | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.332, alignment/train=0.0926, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▎      | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.332, alignment/train=0.0926, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▎      | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.331, alignment/train=0.0899, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▍      | 159/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.331, alignment/train=0.0899, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▍      | 159/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.314, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▍      | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.314, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▍      | 160/469 [00:15<00:30, 10.04it/s, v_num=9, loss/train=0.266, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▍      | 161/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.266, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  34%|███▍      | 161/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.369, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▍      | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.369, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▍      | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.319, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▍      | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.319, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▍      | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.284, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▍      | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.284, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▍      | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.283, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▌      | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.283, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▌      | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.362, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▌      | 166/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.362, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  35%|███▌      | 166/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.299, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 167/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.299, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 167/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.358, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.309, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.309, alignment/train=0.0942, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.356, alignment/train=0.0926, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 170/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.356, alignment/train=0.0926, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▌      | 170/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.324, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▋      | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.324, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  36%|███▋      | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.369, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.369, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.298, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.298, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.298, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.298, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  37%|███▋      | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.317, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 176/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.317, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 176/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.313, alignment/train=0.0897, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.313, alignment/train=0.0897, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.309, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.309, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.290, alignment/train=0.0842, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.290, alignment/train=0.0842, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.304, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.304, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  38%|███▊      | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.300, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▊      | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.300, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▊      | 181/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.338, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 182/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.338, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 182/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.357, alignment/train=0.0866, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 183/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.357, alignment/train=0.0866, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 183/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.349, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 184/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.349, alignment/train=0.0869, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 184/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.359, alignment/train=0.087, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 185/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.359, alignment/train=0.087, uniformity/train=-3.41, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  39%|███▉      | 185/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.324, alignment/train=0.0965, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|███▉      | 186/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.324, alignment/train=0.0965, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|███▉      | 186/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.334, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|███▉      | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.334, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|███▉      | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.320, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|████      | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.320, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|████      | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.297, alignment/train=0.087, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|████      | 189/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.297, alignment/train=0.087, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  40%|████      | 189/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.350, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 190/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.350, alignment/train=0.0996, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 190/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.275, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.275, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.336, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 192/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.336, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 192/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.328, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.328, alignment/train=0.0861, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████      | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████▏     | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.47, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  41%|████▏     | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.327, alignment/train=0.0824, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 195/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.327, alignment/train=0.0824, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 195/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.317, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.317, alignment/train=0.0873, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.360, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.360, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.357, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 198/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.357, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 198/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.352, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.352, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.297, alignment/train=0.0945, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.297, alignment/train=0.0945, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.368, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.368, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.322, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 202/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.322, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 202/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.361, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 203/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.361, alignment/train=0.0957, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 203/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.304, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.304, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  43%|████▎     | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.305, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▎     | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.305, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▎     | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.310, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▍     | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.310, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▍     | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.351, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▍     | 207/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.351, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▍     | 207/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.312, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▍     | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.312, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  44%|████▍     | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.288, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▍     | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.288, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▍     | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.320, alignment/train=0.0835, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▍     | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.320, alignment/train=0.0835, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▍     | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▍     | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▍     | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.313, alignment/train=0.0764, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▌     | 212/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.313, alignment/train=0.0764, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▌     | 212/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.265, alignment/train=0.0901, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▌     | 213/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.265, alignment/train=0.0901, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  45%|████▌     | 213/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.283, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▌     | 214/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▌     | 214/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.326, alignment/train=0.0893, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▌     | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.326, alignment/train=0.0893, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▌     | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.307, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▌     | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.307, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▌     | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.384, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▋     | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.384, alignment/train=0.112, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▋     | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0821, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▋     | 218/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0821, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  46%|████▋     | 218/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.322, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 219/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.322, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 219/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.363, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.363, alignment/train=0.102, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.339, alignment/train=0.0958, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 221/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.339, alignment/train=0.0958, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 221/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.316, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 222/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.316, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  47%|████▋     | 222/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.311, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 223/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.311, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 223/469 [00:21<00:23, 10.34it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.364, alignment/train=0.107, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.292, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 225/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.292, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 225/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.329, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.329, alignment/train=0.106, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.319, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.319, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  48%|████▊     | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▊     | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▊     | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.333, alignment/train=0.0992, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.333, alignment/train=0.0992, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.300, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 230/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.300, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 230/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 231/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.335, alignment/train=0.0898, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 231/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.292, alignment/train=0.0843, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 232/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.292, alignment/train=0.0843, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  49%|████▉     | 232/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.313, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|████▉     | 233/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.313, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|████▉     | 233/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.326, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|████▉     | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.326, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|████▉     | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.311, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|█████     | 235/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.311, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|█████     | 235/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.322, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|█████     | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.322, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  50%|█████     | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.279, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.279, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.288, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 238/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.288, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 238/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.285, alignment/train=0.0825, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.285, alignment/train=0.0825, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.360, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 240/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.360, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████     | 240/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.273, alignment/train=0.0887, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████▏    | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.273, alignment/train=0.0887, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  51%|█████▏    | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 242/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 242/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.362, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 244/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.362, alignment/train=0.0984, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 244/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.321, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.321, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.341, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 246/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.341, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  52%|█████▏    | 246/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.310, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.310, alignment/train=0.0985, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.338, alignment/train=0.0846, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 248/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.338, alignment/train=0.0846, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 248/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.340, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.340, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.292, alignment/train=0.115, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 250/469 [00:23<00:20, 10.43it/s, v_num=9, loss/train=0.292, alignment/train=0.115, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  53%|█████▎    | 250/469 [00:23<00:20, 10.43it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▎    | 251/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.351, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▎    | 251/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.327, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▎    | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.327, alignment/train=0.0937, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▎    | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.405, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▍    | 253/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.405, alignment/train=0.100, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▍    | 253/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.349, alignment/train=0.0903, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▍    | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.349, alignment/train=0.0903, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▍    | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.302, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▍    | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.302, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  54%|█████▍    | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.295, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▍    | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.295, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▍    | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.299, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▍    | 257/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.299, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▍    | 257/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.378, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▌    | 258/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.378, alignment/train=0.110, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▌    | 258/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.313, alignment/train=0.0924, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▌    | 259/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.313, alignment/train=0.0924, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▌    | 259/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.318, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▌    | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.318, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  55%|█████▌    | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▌    | 261/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▌    | 261/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.291, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▌    | 262/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.291, alignment/train=0.0883, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▌    | 262/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.324, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▌    | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.324, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▌    | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.330, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▋    | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.330, alignment/train=0.0965, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  56%|█████▋    | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.305, alignment/train=0.0891, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 265/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.305, alignment/train=0.0891, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 265/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.322, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.322, alignment/train=0.0931, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.307, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 267/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.307, alignment/train=0.089, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 267/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.327, alignment/train=0.087, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 268/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.327, alignment/train=0.087, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 268/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.271, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.271, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  57%|█████▋    | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.379, alignment/train=0.089, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.379, alignment/train=0.089, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 271/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.341, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 271/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.269, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.269, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 273/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 273/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.293, alignment/train=0.0968, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.293, alignment/train=0.0968, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  58%|█████▊    | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.273, alignment/train=0.0777, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▊    | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.273, alignment/train=0.0777, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▊    | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.349, alignment/train=0.0937, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.349, alignment/train=0.0937, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.343, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 277/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.343, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 277/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.298, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.298, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.329, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.329, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  59%|█████▉    | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.354, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.354, alignment/train=0.103, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.349, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|█████▉    | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.349, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|█████▉    | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.267, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|██████    | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.267, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|██████    | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.321, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|██████    | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.321, alignment/train=0.105, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  60%|██████    | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.280, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 284/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.280, alignment/train=0.0877, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 284/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.325, alignment/train=0.0895, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.325, alignment/train=0.0895, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.271, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 286/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.271, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 286/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.264, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.264, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████    | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.315, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████▏   | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.315, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  61%|██████▏   | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.296, alignment/train=0.0812, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.296, alignment/train=0.0812, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.339, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.339, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.316, alignment/train=0.0908, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.316, alignment/train=0.0908, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.306, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.306, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.314, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 293/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.314, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  62%|██████▏   | 293/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.243, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 294/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.353, alignment/train=0.0891, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.353, alignment/train=0.0891, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.380, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.380, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.381, alignment/train=0.118, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.381, alignment/train=0.118, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  63%|██████▎   | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.388, alignment/train=0.116, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▎   | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.388, alignment/train=0.116, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▎   | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.349, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.349, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.258, alignment/train=0.0934, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.258, alignment/train=0.0934, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.330, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.330, alignment/train=0.0884, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 302/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  64%|██████▍   | 302/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.334, alignment/train=0.0942, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▍   | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.334, alignment/train=0.0942, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▍   | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.347, alignment/train=0.0955, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▍   | 304/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.347, alignment/train=0.0955, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▍   | 304/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.349, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▌   | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.349, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▌   | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.314, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▌   | 306/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.314, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▌   | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.304, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▌   | 307/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.304, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  65%|██████▌   | 307/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.288, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▌   | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.288, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▌   | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▌   | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▌   | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.292, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▌   | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.292, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▌   | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.323, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▋   | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.323, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  66%|██████▋   | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.317, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.317, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.289, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 313/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.289, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 313/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.321, alignment/train=0.0989, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 314/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.321, alignment/train=0.0989, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 314/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.291, alignment/train=0.0874, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.291, alignment/train=0.0874, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.337, alignment/train=0.0972, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.337, alignment/train=0.0972, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  67%|██████▋   | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.309, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.309, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.267, alignment/train=0.0785, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0785, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.332, alignment/train=0.0904, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.332, alignment/train=0.0904, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.287, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 320/469 [00:30<00:14, 10.61it/s, v_num=9, loss/train=0.287, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 320/469 [00:30<00:14, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 321/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.252, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  68%|██████▊   | 321/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▊   | 322/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▊   | 322/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.288, alignment/train=0.0921, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▉   | 323/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.288, alignment/train=0.0921, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▉   | 323/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.295, alignment/train=0.0868, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▉   | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.295, alignment/train=0.0868, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▉   | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.323, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▉   | 325/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.323, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  69%|██████▉   | 325/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.290, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|██████▉   | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.290, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|██████▉   | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|██████▉   | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.325, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|██████▉   | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.267, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|██████▉   | 328/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.267, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|██████▉   | 328/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.280, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.280, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.279, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|███████   | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.279, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  70%|███████   | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.346, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0722, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.280, alignment/train=0.0722, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.355, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 333/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.355, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 333/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.313, alignment/train=0.083, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 334/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.313, alignment/train=0.083, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████   | 334/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.398, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████▏  | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.398, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.957, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  71%|███████▏  | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.290, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 336/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.290, alignment/train=0.0908, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 336/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 337/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 337/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.361, alignment/train=0.101, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.364, alignment/train=0.0991, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.364, alignment/train=0.0991, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.302, alignment/train=0.110, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 340/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.302, alignment/train=0.110, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  72%|███████▏  | 340/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.268, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 341/469 [00:32<00:12, 10.64it/s, v_num=9, loss/train=0.268, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 341/469 [00:32<00:12, 10.64it/s, v_num=9, loss/train=0.297, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 342/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.297, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.351, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 343/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.351, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 343/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.314, alignment/train=0.0873, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.314, alignment/train=0.0873, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  73%|███████▎  | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.359, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▎  | 345/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.359, alignment/train=0.113, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▎  | 345/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.300, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 346/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.300, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 346/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.367, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.367, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.347, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.347, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=0.973, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.305, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.305, alignment/train=0.096, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  74%|███████▍  | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▍  | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.331, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▍  | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.353, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▍  | 351/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.353, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▍  | 351/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.307, alignment/train=0.0941, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▌  | 352/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.307, alignment/train=0.0941, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▌  | 352/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▌  | 353/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▌  | 353/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▌  | 354/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.107, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  75%|███████▌  | 354/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.301, alignment/train=0.0928, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▌  | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.301, alignment/train=0.0928, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▌  | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▌  | 356/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▌  | 356/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.265, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▌  | 357/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.265, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▌  | 357/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.288, alignment/train=0.0787, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▋  | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.288, alignment/train=0.0787, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  76%|███████▋  | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.272, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 359/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.272, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.248, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.248, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.300, alignment/train=0.0872, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.300, alignment/train=0.0872, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.311, alignment/train=0.104, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.288, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 363/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.288, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  77%|███████▋  | 363/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.363, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.363, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.308, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.308, alignment/train=0.0876, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.352, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.363, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.363, alignment/train=0.114, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.259, alignment/train=0.0967, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 368/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.259, alignment/train=0.0967, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  78%|███████▊  | 368/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.315, alignment/train=0.0929, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▊  | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.315, alignment/train=0.0929, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▊  | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.319, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▉  | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.319, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▉  | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.363, alignment/train=0.0871, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▉  | 371/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.363, alignment/train=0.0871, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▉  | 371/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.320, alignment/train=0.095, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▉  | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.320, alignment/train=0.095, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  79%|███████▉  | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.267, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|███████▉  | 373/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.267, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|███████▉  | 373/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|███████▉  | 374/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|███████▉  | 374/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|███████▉  | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0974, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|███████▉  | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.317, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|████████  | 376/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.317, alignment/train=0.0891, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|████████  | 376/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.342, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|████████  | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.342, alignment/train=0.110, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  80%|████████  | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 378/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.424, alignment/train=0.110, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 378/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.0977, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 379/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.313, alignment/train=0.0977, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 379/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.271, alignment/train=0.0995, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.271, alignment/train=0.0995, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.308, alignment/train=0.0935, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.308, alignment/train=0.0935, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████  | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.302, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████▏ | 382/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.302, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  81%|████████▏ | 382/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.339, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.339, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.298, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.298, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.307, alignment/train=0.0807, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.307, alignment/train=0.0807, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.324, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.324, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.313, alignment/train=0.0967, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.313, alignment/train=0.0967, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.315, alignment/train=0.0939, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.336, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.336, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.280, alignment/train=0.0952, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 390/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.280, alignment/train=0.0952, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 390/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.298, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 391/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.298, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  83%|████████▎ | 391/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.363, alignment/train=0.103, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▎ | 392/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.356, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.356, alignment/train=0.115, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.328, alignment/train=0.0881, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.328, alignment/train=0.0881, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.347, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.347, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.326, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.326, alignment/train=0.0927, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.328, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.328, alignment/train=0.0891, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.320, alignment/train=0.0967, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▍ | 398/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.320, alignment/train=0.0967, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▍ | 398/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.277, alignment/train=0.0852, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.277, alignment/train=0.0852, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.319, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.319, alignment/train=0.0884, uniformity/train=-3.38, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.318, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.318, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.275, alignment/train=0.0966, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0966, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.312, alignment/train=0.0914, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.312, alignment/train=0.0914, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.267, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.267, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.361, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▋ | 405/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.361, alignment/train=0.106, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  86%|████████▋ | 405/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.333, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.333, alignment/train=0.0972, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 406/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.367, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.367, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.315, alignment/train=0.093, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.315, alignment/train=0.093, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.365, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.365, alignment/train=0.0952, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.334, alignment/train=0.0966, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 411/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.334, alignment/train=0.0966, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 411/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.305, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 412/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.305, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 412/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.298, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 413/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.298, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 413/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.270, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.270, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 415/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.369, alignment/train=0.111, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  88%|████████▊ | 415/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.311, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.311, alignment/train=0.0943, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.294, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.294, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.305, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▉ | 418/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.305, alignment/train=0.0959, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▉ | 418/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.336, alignment/train=0.0945, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.336, alignment/train=0.0945, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.296, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|████████▉ | 420/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|████████▉ | 420/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.319, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.319, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.292, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.292, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.344, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.344, alignment/train=0.092, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|█████████ | 424/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  90%|█████████ | 424/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████ | 425/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████ | 425/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.257, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████ | 426/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.257, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████ | 426/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.309, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.309, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████▏| 428/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████▏| 428/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.306, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████▏| 429/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.306, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  91%|█████████▏| 429/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 430/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.342, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 430/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.325, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 431/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.325, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 431/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.289, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.289, alignment/train=0.0957, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  92%|█████████▏| 433/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.365, alignment/train=0.0881, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 434/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.365, alignment/train=0.0881, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 434/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.293, alignment/train=0.0819, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 435/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.293, alignment/train=0.0819, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 435/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.283, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 436/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.283, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 436/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.288, alignment/train=0.0948, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.288, alignment/train=0.0948, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 438/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.303, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  93%|█████████▎| 438/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.266, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▎| 439/469 [00:40<00:02, 10.75it/s, v_num=9, loss/train=0.266, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▎| 439/469 [00:40<00:02, 10.75it/s, v_num=9, loss/train=0.332, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 440/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.332, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 440/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.275, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 441/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.275, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 441/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.273, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 442/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.273, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 442/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.359, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.359, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.293, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.293, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.305, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.305, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.279, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▌| 446/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.279, alignment/train=0.0916, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▌| 446/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.339, alignment/train=0.112, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.339, alignment/train=0.112, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.341, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 448/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.341, alignment/train=0.0901, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 448/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.347, alignment/train=0.0873, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 449/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.347, alignment/train=0.0873, uniformity/train=-3.40, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 449/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.310, alignment/train=0.0992, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 450/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.310, alignment/train=0.0992, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 450/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.224, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 451/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.224, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▌| 451/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▋| 452/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  96%|█████████▋| 452/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 453/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.323, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 453/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.306, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 454/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.306, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 454/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.295, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 455/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.295, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 455/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.315, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 456/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.315, alignment/train=0.0912, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 456/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.326, alignment/train=0.114, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 457/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.326, alignment/train=0.114, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  97%|█████████▋| 457/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 458/469 [00:42<00:01, 10.89it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 458/469 [00:42<00:01, 10.89it/s, v_num=9, loss/train=0.273, alignment/train=0.0925, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 459/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.273, alignment/train=0.0925, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 459/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.286, alignment/train=0.0827, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 460/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.286, alignment/train=0.0827, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 460/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 461/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  98%|█████████▊| 461/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.290, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▊| 462/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.290, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▊| 462/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.290, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▊| 463/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.290, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▊| 463/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.273, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▉| 464/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.273, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▉| 464/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.308, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▉| 465/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.308, alignment/train=0.085, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▉| 465/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.302, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▉| 466/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.302, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5:  99%|█████████▉| 466/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.272, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 467/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.272, alignment/train=0.0894, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 467/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.318, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 468/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.318, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|█████████▉| 468/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.261, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|██████████| 469/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.261, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]
Epoch 5: 100%|██████████| 469/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.609, alignment/val=0.099, uniformity/val=-3.51, contrastive_acc/val=0.824]

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Epoch 5: 100%|██████████| 469/469 [00:49<00:00,  9.45it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 5: 100%|██████████| 469/469 [00:49<00:00,  9.45it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 5:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   0%|          | 1/469 [00:01<11:12,  0.70it/s, v_num=9, loss/train=0.274, alignment/train=0.0858, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   0%|          | 1/469 [00:01<11:13,  0.70it/s, v_num=9, loss/train=0.283, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   0%|          | 2/469 [00:01<07:12,  1.08it/s, v_num=9, loss/train=0.283, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   0%|          | 2/469 [00:01<07:12,  1.08it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|          | 3/469 [00:01<04:56,  1.57it/s, v_num=9, loss/train=0.356, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|          | 3/469 [00:01<04:56,  1.57it/s, v_num=9, loss/train=0.287, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|          | 4/469 [00:01<03:48,  2.03it/s, v_num=9, loss/train=0.287, alignment/train=0.0857, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|          | 4/469 [00:01<03:49,  2.03it/s, v_num=9, loss/train=0.280, alignment/train=0.109, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|          | 5/469 [00:02<03:12,  2.41it/s, v_num=9, loss/train=0.280, alignment/train=0.109, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|          | 5/469 [00:02<03:12,  2.41it/s, v_num=9, loss/train=0.332, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|▏         | 6/469 [00:02<02:46,  2.78it/s, v_num=9, loss/train=0.332, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|▏         | 6/469 [00:02<02:46,  2.77it/s, v_num=9, loss/train=0.282, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|▏         | 7/469 [00:02<02:26,  3.16it/s, v_num=9, loss/train=0.282, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   1%|▏         | 7/469 [00:02<02:26,  3.15it/s, v_num=9, loss/train=0.292, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 8/469 [00:02<02:13,  3.44it/s, v_num=9, loss/train=0.292, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 8/469 [00:02<02:14,  3.44it/s, v_num=9, loss/train=0.298, alignment/train=0.0941, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 9/469 [00:02<02:04,  3.70it/s, v_num=9, loss/train=0.298, alignment/train=0.0941, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 9/469 [00:02<02:04,  3.70it/s, v_num=9, loss/train=0.300, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 10/469 [00:02<01:59,  3.85it/s, v_num=9, loss/train=0.300, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 10/469 [00:02<01:59,  3.85it/s, v_num=9, loss/train=0.301, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 11/469 [00:02<01:50,  4.15it/s, v_num=9, loss/train=0.301, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   2%|▏         | 11/469 [00:02<01:50,  4.15it/s, v_num=9, loss/train=0.376, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 12/469 [00:02<01:43,  4.43it/s, v_num=9, loss/train=0.376, alignment/train=0.0972, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 12/469 [00:02<01:43,  4.43it/s, v_num=9, loss/train=0.367, alignment/train=0.113, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 13/469 [00:02<01:37,  4.68it/s, v_num=9, loss/train=0.367, alignment/train=0.113, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 13/469 [00:02<01:37,  4.68it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 14/469 [00:02<01:32,  4.90it/s, v_num=9, loss/train=0.325, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 14/469 [00:02<01:32,  4.90it/s, v_num=9, loss/train=0.305, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 15/469 [00:02<01:30,  5.03it/s, v_num=9, loss/train=0.305, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 15/469 [00:02<01:30,  5.03it/s, v_num=9, loss/train=0.276, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 16/469 [00:03<01:26,  5.22it/s, v_num=9, loss/train=0.276, alignment/train=0.0991, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   3%|▎         | 16/469 [00:03<01:26,  5.21it/s, v_num=9, loss/train=0.329, alignment/train=0.0941, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.329, alignment/train=0.0941, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.251, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 18/469 [00:03<01:19,  5.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 18/469 [00:03<01:19,  5.66it/s, v_num=9, loss/train=0.277, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 19/469 [00:03<01:16,  5.85it/s, v_num=9, loss/train=0.277, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 19/469 [00:03<01:16,  5.85it/s, v_num=9, loss/train=0.294, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 20/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.294, alignment/train=0.0986, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 20/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.301, alignment/train=0.0944, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 21/469 [00:03<01:15,  5.91it/s, v_num=9, loss/train=0.301, alignment/train=0.0944, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   4%|▍         | 21/469 [00:03<01:15,  5.91it/s, v_num=9, loss/train=0.293, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▍         | 22/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.293, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▍         | 22/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.275, alignment/train=0.0788, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▍         | 23/469 [00:03<01:11,  6.22it/s, v_num=9, loss/train=0.275, alignment/train=0.0788, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▍         | 23/469 [00:03<01:11,  6.21it/s, v_num=9, loss/train=0.342, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▌         | 24/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.342, alignment/train=0.0963, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▌         | 24/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.301, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▌         | 25/469 [00:03<01:08,  6.48it/s, v_num=9, loss/train=0.301, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   5%|▌         | 25/469 [00:03<01:08,  6.48it/s, v_num=9, loss/train=0.340, alignment/train=0.0923, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 26/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.340, alignment/train=0.0923, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 26/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.292, alignment/train=0.0918, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 27/469 [00:04<01:05,  6.74it/s, v_num=9, loss/train=0.292, alignment/train=0.0918, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 27/469 [00:04<01:05,  6.74it/s, v_num=9, loss/train=0.292, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 28/469 [00:04<01:04,  6.80it/s, v_num=9, loss/train=0.292, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 28/469 [00:04<01:04,  6.80it/s, v_num=9, loss/train=0.285, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 29/469 [00:04<01:04,  6.86it/s, v_num=9, loss/train=0.285, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▌         | 29/469 [00:04<01:04,  6.86it/s, v_num=9, loss/train=0.309, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▋         | 30/469 [00:04<01:03,  6.95it/s, v_num=9, loss/train=0.309, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   6%|▋         | 30/469 [00:04<01:03,  6.94it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 31/469 [00:04<01:02,  6.97it/s, v_num=9, loss/train=0.355, alignment/train=0.102, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 31/469 [00:04<01:02,  6.97it/s, v_num=9, loss/train=0.302, alignment/train=0.0958, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 32/469 [00:04<01:01,  7.09it/s, v_num=9, loss/train=0.302, alignment/train=0.0958, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 32/469 [00:04<01:01,  7.09it/s, v_num=9, loss/train=0.276, alignment/train=0.0976, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 33/469 [00:04<01:00,  7.17it/s, v_num=9, loss/train=0.276, alignment/train=0.0976, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 33/469 [00:04<01:00,  7.17it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 34/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 34/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.304, alignment/train=0.0789, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 35/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.304, alignment/train=0.0789, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   7%|▋         | 35/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.312, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 36/469 [00:04<00:58,  7.35it/s, v_num=9, loss/train=0.312, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 36/469 [00:04<00:58,  7.35it/s, v_num=9, loss/train=0.298, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 37/469 [00:04<00:57,  7.46it/s, v_num=9, loss/train=0.298, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 37/469 [00:04<00:57,  7.46it/s, v_num=9, loss/train=0.307, alignment/train=0.0882, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 38/469 [00:05<00:56,  7.57it/s, v_num=9, loss/train=0.307, alignment/train=0.0882, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 38/469 [00:05<00:56,  7.57it/s, v_num=9, loss/train=0.306, alignment/train=0.0851, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 39/469 [00:05<00:56,  7.61it/s, v_num=9, loss/train=0.306, alignment/train=0.0851, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   8%|▊         | 39/469 [00:05<00:56,  7.60it/s, v_num=9, loss/train=0.327, alignment/train=0.0846, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▊         | 40/469 [00:05<00:55,  7.66it/s, v_num=9, loss/train=0.327, alignment/train=0.0846, uniformity/train=-3.42, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▊         | 40/469 [00:05<00:55,  7.66it/s, v_num=9, loss/train=0.321, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▊         | 41/469 [00:05<00:55,  7.70it/s, v_num=9, loss/train=0.321, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▊         | 41/469 [00:05<00:55,  7.70it/s, v_num=9, loss/train=0.288, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▉         | 42/469 [00:05<00:55,  7.76it/s, v_num=9, loss/train=0.288, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▉         | 42/469 [00:05<00:55,  7.76it/s, v_num=9, loss/train=0.377, alignment/train=0.099, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▉         | 43/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.377, alignment/train=0.099, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▉         | 43/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.326, alignment/train=0.0911, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▉         | 44/469 [00:05<00:53,  7.89it/s, v_num=9, loss/train=0.326, alignment/train=0.0911, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   9%|▉         | 44/469 [00:05<00:53,  7.88it/s, v_num=9, loss/train=0.266, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|▉         | 45/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.266, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|▉         | 45/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.268, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|▉         | 46/469 [00:05<00:52,  8.07it/s, v_num=9, loss/train=0.268, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|▉         | 46/469 [00:05<00:52,  8.07it/s, v_num=9, loss/train=0.283, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|█         | 47/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.283, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|█         | 47/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.345, alignment/train=0.0998, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|█         | 48/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.345, alignment/train=0.0998, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|█         | 48/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|█         | 49/469 [00:06<00:51,  8.11it/s, v_num=9, loss/train=0.318, alignment/train=0.0929, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  10%|█         | 49/469 [00:06<00:51,  8.11it/s, v_num=9, loss/train=0.330, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█         | 50/469 [00:06<00:51,  8.20it/s, v_num=9, loss/train=0.330, alignment/train=0.0976, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█         | 50/469 [00:06<00:51,  8.20it/s, v_num=9, loss/train=0.282, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█         | 51/469 [00:06<00:50,  8.24it/s, v_num=9, loss/train=0.282, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█         | 51/469 [00:06<00:50,  8.24it/s, v_num=9, loss/train=0.331, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█         | 52/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.331, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█         | 52/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.271, alignment/train=0.0853, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█▏        | 53/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.271, alignment/train=0.0853, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  11%|█▏        | 53/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.256, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 54/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.256, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 54/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.348, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 55/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.348, alignment/train=0.0945, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 55/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.313, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 56/469 [00:06<00:48,  8.43it/s, v_num=9, loss/train=0.313, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 56/469 [00:06<00:48,  8.43it/s, v_num=9, loss/train=0.337, alignment/train=0.0853, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 57/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.337, alignment/train=0.0853, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 57/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 58/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.320, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  12%|█▏        | 58/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.264, alignment/train=0.0849, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 59/469 [00:06<00:47,  8.57it/s, v_num=9, loss/train=0.264, alignment/train=0.0849, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 59/469 [00:06<00:47,  8.57it/s, v_num=9, loss/train=0.256, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 60/469 [00:06<00:47,  8.58it/s, v_num=9, loss/train=0.256, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 60/469 [00:06<00:47,  8.58it/s, v_num=9, loss/train=0.333, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 61/469 [00:07<00:47,  8.59it/s, v_num=9, loss/train=0.333, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 61/469 [00:07<00:47,  8.59it/s, v_num=9, loss/train=0.315, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 62/469 [00:07<00:47,  8.62it/s, v_num=9, loss/train=0.315, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 62/469 [00:07<00:47,  8.62it/s, v_num=9, loss/train=0.317, alignment/train=0.0934, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 63/469 [00:07<00:46,  8.66it/s, v_num=9, loss/train=0.317, alignment/train=0.0934, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  13%|█▎        | 63/469 [00:07<00:46,  8.66it/s, v_num=9, loss/train=0.323, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▎        | 64/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.323, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▎        | 64/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 65/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 65/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.322, alignment/train=0.0844, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 66/469 [00:07<00:45,  8.76it/s, v_num=9, loss/train=0.322, alignment/train=0.0844, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 66/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 67/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.339, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 67/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.265, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 68/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.265, alignment/train=0.0873, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  14%|█▍        | 68/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.270, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▍        | 69/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.270, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▍        | 69/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▍        | 70/469 [00:07<00:44,  8.88it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▍        | 70/469 [00:07<00:44,  8.88it/s, v_num=9, loss/train=0.272, alignment/train=0.0946, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▌        | 71/469 [00:07<00:44,  8.91it/s, v_num=9, loss/train=0.272, alignment/train=0.0946, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▌        | 71/469 [00:07<00:44,  8.91it/s, v_num=9, loss/train=0.302, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▌        | 72/469 [00:08<00:44,  8.95it/s, v_num=9, loss/train=0.302, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  15%|█▌        | 72/469 [00:08<00:44,  8.95it/s, v_num=9, loss/train=0.310, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 73/469 [00:08<00:44,  8.96it/s, v_num=9, loss/train=0.310, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 73/469 [00:08<00:44,  8.96it/s, v_num=9, loss/train=0.283, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 74/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.283, alignment/train=0.0964, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 74/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.317, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 75/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.317, alignment/train=0.0919, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 75/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 76/469 [00:08<00:44,  8.93it/s, v_num=9, loss/train=0.278, alignment/train=0.0959, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▌        | 76/469 [00:08<00:44,  8.93it/s, v_num=9, loss/train=0.341, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▋        | 77/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.341, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  16%|█▋        | 77/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.300, alignment/train=0.0963, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 78/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.300, alignment/train=0.0963, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 78/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.280, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 79/469 [00:08<00:42,  9.10it/s, v_num=9, loss/train=0.280, alignment/train=0.0987, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 79/469 [00:08<00:42,  9.10it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 80/469 [00:08<00:42,  9.11it/s, v_num=9, loss/train=0.344, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 80/469 [00:08<00:42,  9.11it/s, v_num=9, loss/train=0.333, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 81/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.333, alignment/train=0.0911, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 81/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.236, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 82/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.236, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  17%|█▋        | 82/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.338, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 83/469 [00:09<00:42,  9.16it/s, v_num=9, loss/train=0.338, alignment/train=0.0918, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 83/469 [00:09<00:42,  9.16it/s, v_num=9, loss/train=0.363, alignment/train=0.0959, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 84/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.363, alignment/train=0.0959, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 84/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.337, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 85/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.337, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 85/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.333, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 86/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.333, alignment/train=0.107, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  18%|█▊        | 86/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.261, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▊        | 87/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.261, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▊        | 87/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.306, alignment/train=0.0879, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 88/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.306, alignment/train=0.0879, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 88/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.273, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 89/469 [00:09<00:41,  9.23it/s, v_num=9, loss/train=0.273, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 89/469 [00:09<00:41,  9.23it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 90/469 [00:09<00:40,  9.28it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 90/469 [00:09<00:40,  9.28it/s, v_num=9, loss/train=0.352, alignment/train=0.0939, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 91/469 [00:09<00:40,  9.27it/s, v_num=9, loss/train=0.352, alignment/train=0.0939, uniformity/train=-3.37, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  19%|█▉        | 91/469 [00:09<00:40,  9.27it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|█▉        | 92/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|█▉        | 92/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.309, alignment/train=0.0956, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|█▉        | 93/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.309, alignment/train=0.0956, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|█▉        | 93/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.310, alignment/train=0.0829, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|██        | 94/469 [00:10<00:40,  9.34it/s, v_num=9, loss/train=0.310, alignment/train=0.0829, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|██        | 94/469 [00:10<00:40,  9.34it/s, v_num=9, loss/train=0.365, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|██        | 95/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.365, alignment/train=0.107, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|██        | 95/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|██        | 96/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  20%|██        | 96/469 [00:10<00:39,  9.41it/s, v_num=9, loss/train=0.263, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██        | 97/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.263, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██        | 97/469 [00:10<00:39,  9.36it/s, v_num=9, loss/train=0.308, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██        | 98/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.308, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██        | 98/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.308, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██        | 99/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.308, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██        | 99/469 [00:10<00:39,  9.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██▏       | 100/469 [00:10<00:38,  9.47it/s, v_num=9, loss/train=0.278, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  21%|██▏       | 100/469 [00:10<00:38,  9.47it/s, v_num=9, loss/train=0.252, alignment/train=0.0844, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 101/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.252, alignment/train=0.0844, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 101/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.321, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 102/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.321, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 102/469 [00:10<00:38,  9.48it/s, v_num=9, loss/train=0.298, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 103/469 [00:10<00:38,  9.46it/s, v_num=9, loss/train=0.298, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 103/469 [00:10<00:38,  9.46it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 104/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 104/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.293, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 105/469 [00:11<00:38,  9.54it/s, v_num=9, loss/train=0.293, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  22%|██▏       | 105/469 [00:11<00:38,  9.54it/s, v_num=9, loss/train=0.290, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 106/469 [00:11<00:38,  9.55it/s, v_num=9, loss/train=0.290, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 106/469 [00:11<00:38,  9.55it/s, v_num=9, loss/train=0.297, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 107/469 [00:11<00:37,  9.54it/s, v_num=9, loss/train=0.297, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 107/469 [00:11<00:37,  9.54it/s, v_num=9, loss/train=0.315, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 108/469 [00:11<00:37,  9.54it/s, v_num=9, loss/train=0.315, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 108/469 [00:11<00:37,  9.54it/s, v_num=9, loss/train=0.368, alignment/train=0.0886, uniformity/train=-3.43, contrastive_acc/train=0.961, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 109/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.368, alignment/train=0.0886, uniformity/train=-3.43, contrastive_acc/train=0.961, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 109/469 [00:11<00:37,  9.57it/s, v_num=9, loss/train=0.300, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 110/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.300, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  23%|██▎       | 110/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.310, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▎       | 111/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.310, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▎       | 111/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.275, alignment/train=0.085, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▍       | 112/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.275, alignment/train=0.085, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▍       | 112/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.285, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▍       | 113/469 [00:11<00:36,  9.63it/s, v_num=9, loss/train=0.285, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▍       | 113/469 [00:11<00:36,  9.63it/s, v_num=9, loss/train=0.310, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▍       | 114/469 [00:11<00:36,  9.64it/s, v_num=9, loss/train=0.310, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  24%|██▍       | 114/469 [00:11<00:36,  9.64it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▍       | 115/469 [00:11<00:36,  9.59it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▍       | 115/469 [00:11<00:36,  9.58it/s, v_num=9, loss/train=0.286, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▍       | 116/469 [00:12<00:36,  9.62it/s, v_num=9, loss/train=0.286, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▍       | 116/469 [00:12<00:36,  9.62it/s, v_num=9, loss/train=0.296, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▍       | 117/469 [00:12<00:36,  9.66it/s, v_num=9, loss/train=0.296, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▍       | 117/469 [00:12<00:36,  9.66it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▌       | 118/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.313, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▌       | 118/469 [00:12<00:36,  9.64it/s, v_num=9, loss/train=0.258, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▌       | 119/469 [00:12<00:36,  9.67it/s, v_num=9, loss/train=0.258, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  25%|██▌       | 119/469 [00:12<00:36,  9.67it/s, v_num=9, loss/train=0.297, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 120/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.297, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 120/469 [00:12<00:36,  9.69it/s, v_num=9, loss/train=0.320, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 121/469 [00:12<00:35,  9.67it/s, v_num=9, loss/train=0.320, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 121/469 [00:12<00:35,  9.67it/s, v_num=9, loss/train=0.289, alignment/train=0.0944, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 122/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.289, alignment/train=0.0944, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 122/469 [00:12<00:35,  9.70it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 123/469 [00:12<00:35,  9.72it/s, v_num=9, loss/train=0.359, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▌       | 123/469 [00:12<00:35,  9.72it/s, v_num=9, loss/train=0.284, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▋       | 124/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.284, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  26%|██▋       | 124/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 125/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 125/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 126/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 126/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.268, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 127/469 [00:12<00:34,  9.79it/s, v_num=9, loss/train=0.268, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 127/469 [00:12<00:34,  9.79it/s, v_num=9, loss/train=0.259, alignment/train=0.0848, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 128/469 [00:13<00:34,  9.77it/s, v_num=9, loss/train=0.259, alignment/train=0.0848, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  27%|██▋       | 128/469 [00:13<00:34,  9.77it/s, v_num=9, loss/train=0.293, alignment/train=0.0966, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 129/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.293, alignment/train=0.0966, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 129/469 [00:13<00:34,  9.78it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 130/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 130/469 [00:13<00:34,  9.76it/s, v_num=9, loss/train=0.278, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 131/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.278, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 131/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.292, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 132/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.292, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 132/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.332, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 133/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.332, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  28%|██▊       | 133/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▊       | 134/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▊       | 134/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.270, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 135/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.270, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 135/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.265, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 136/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.265, alignment/train=0.0898, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 136/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.315, alignment/train=0.0907, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 137/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.315, alignment/train=0.0907, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 137/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.265, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.265, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.969, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|██▉       | 139/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.374, alignment/train=0.116, uniformity/train=-3.46, contrastive_acc/train=0.969, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|██▉       | 139/469 [00:14<00:33,  9.91it/s, v_num=9, loss/train=0.342, alignment/train=0.0855, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|██▉       | 140/469 [00:14<00:33,  9.94it/s, v_num=9, loss/train=0.342, alignment/train=0.0855, uniformity/train=-3.39, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|██▉       | 140/469 [00:14<00:33,  9.94it/s, v_num=9, loss/train=0.264, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|███       | 141/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.264, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|███       | 141/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.326, alignment/train=0.0936, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|███       | 142/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.326, alignment/train=0.0936, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|███       | 142/469 [00:14<00:33,  9.88it/s, v_num=9, loss/train=0.273, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|███       | 143/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.273, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  30%|███       | 143/469 [00:14<00:32,  9.90it/s, v_num=9, loss/train=0.355, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███       | 144/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.355, alignment/train=0.105, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███       | 144/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.318, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███       | 145/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.318, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███       | 145/469 [00:14<00:32,  9.91it/s, v_num=9, loss/train=0.284, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███       | 146/469 [00:14<00:32,  9.92it/s, v_num=9, loss/train=0.284, alignment/train=0.0953, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███       | 146/469 [00:14<00:32,  9.92it/s, v_num=9, loss/train=0.311, alignment/train=0.0923, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███▏      | 147/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.311, alignment/train=0.0923, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  31%|███▏      | 147/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.275, alignment/train=0.0908, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 148/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.275, alignment/train=0.0908, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 148/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.238, alignment/train=0.0775, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 149/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.238, alignment/train=0.0775, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 149/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.290, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 150/469 [00:15<00:32,  9.95it/s, v_num=9, loss/train=0.290, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 150/469 [00:15<00:32,  9.95it/s, v_num=9, loss/train=0.340, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 151/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.340, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 151/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0762, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 152/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0762, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  32%|███▏      | 152/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.230, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 153/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.230, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 153/469 [00:15<00:31,  9.97it/s, v_num=9, loss/train=0.291, alignment/train=0.0917, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.291, alignment/train=0.0917, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.272, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 155/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.272, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 155/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.257, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 156/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.257, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 156/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.318, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 157/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.318, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  33%|███▎      | 157/469 [00:15<00:31,  9.96it/s, v_num=9, loss/train=0.311, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▎      | 158/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.311, alignment/train=0.0932, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▎      | 158/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▍      | 159/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▍      | 159/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.274, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▍      | 160/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.274, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▍      | 160/469 [00:15<00:30, 10.02it/s, v_num=9, loss/train=0.295, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▍      | 161/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.295, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  34%|███▍      | 161/469 [00:16<00:30, 10.02it/s, v_num=9, loss/train=0.301, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▍      | 162/469 [00:16<00:30, 10.00it/s, v_num=9, loss/train=0.301, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▍      | 162/469 [00:16<00:30, 10.00it/s, v_num=9, loss/train=0.267, alignment/train=0.0969, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▍      | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.267, alignment/train=0.0969, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▍      | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.281, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▍      | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.281, alignment/train=0.0911, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▍      | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.349, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▌      | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.349, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▌      | 165/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.350, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▌      | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.350, alignment/train=0.0995, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  35%|███▌      | 166/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 167/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 167/469 [00:16<00:30, 10.04it/s, v_num=9, loss/train=0.290, alignment/train=0.0813, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 168/469 [00:16<00:29, 10.07it/s, v_num=9, loss/train=0.290, alignment/train=0.0813, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 168/469 [00:16<00:29, 10.07it/s, v_num=9, loss/train=0.245, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.245, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 169/469 [00:16<00:29, 10.06it/s, v_num=9, loss/train=0.340, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.340, alignment/train=0.0974, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▌      | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.273, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▋      | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.273, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  36%|███▋      | 171/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.313, alignment/train=0.114, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.313, alignment/train=0.114, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.289, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 173/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.289, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 173/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.296, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 174/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.296, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 174/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.314, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.314, alignment/train=0.095, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  37%|███▋      | 175/469 [00:17<00:29, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 176/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 176/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.334, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.334, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.325, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 178/469 [00:17<00:28, 10.11it/s, v_num=9, loss/train=0.281, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.281, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.315, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 180/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.315, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  38%|███▊      | 180/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.330, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▊      | 181/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.330, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▊      | 181/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.300, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.300, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.346, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.346, alignment/train=0.0865, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.266, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 185/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.266, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  39%|███▉      | 185/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.325, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|███▉      | 186/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.325, alignment/train=0.114, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|███▉      | 186/469 [00:18<00:27, 10.15it/s, v_num=9, loss/train=0.332, alignment/train=0.0984, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|███▉      | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.332, alignment/train=0.0984, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|███▉      | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.326, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|████      | 188/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.326, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|████      | 188/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.280, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|████      | 189/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.280, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  40%|████      | 189/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.306, alignment/train=0.0847, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 190/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.306, alignment/train=0.0847, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 190/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 191/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 191/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.301, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 192/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.301, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 192/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.261, alignment/train=0.082, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 193/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.261, alignment/train=0.082, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████      | 193/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.349, alignment/train=0.0912, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████▏     | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.349, alignment/train=0.0912, uniformity/train=-3.39, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  41%|████▏     | 194/469 [00:18<00:26, 10.21it/s, v_num=9, loss/train=0.300, alignment/train=0.089, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 195/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.300, alignment/train=0.089, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 195/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.254, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.254, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 196/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.255, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 197/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.255, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 197/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.278, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.278, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 198/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.298, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 199/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.298, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.300, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 200/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.300, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 200/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.274, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.274, alignment/train=0.0952, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 201/469 [00:19<00:26, 10.21it/s, v_num=9, loss/train=0.253, alignment/train=0.0945, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 202/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.253, alignment/train=0.0945, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 202/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.292, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 203/469 [00:19<00:25, 10.24it/s, v_num=9, loss/train=0.292, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 203/469 [00:19<00:25, 10.24it/s, v_num=9, loss/train=0.285, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.285, alignment/train=0.0869, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  43%|████▎     | 204/469 [00:19<00:25, 10.26it/s, v_num=9, loss/train=0.288, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▎     | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.288, alignment/train=0.0896, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▎     | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.269, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▍     | 206/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.269, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▍     | 206/469 [00:20<00:25, 10.24it/s, v_num=9, loss/train=0.241, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▍     | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.241, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▍     | 207/469 [00:20<00:25, 10.23it/s, v_num=9, loss/train=0.316, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▍     | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.316, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  44%|████▍     | 208/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.244, alignment/train=0.0903, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▍     | 209/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.244, alignment/train=0.0903, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▍     | 209/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.271, alignment/train=0.0984, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▍     | 210/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.271, alignment/train=0.0984, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▍     | 210/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.299, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▍     | 211/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.299, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▍     | 211/469 [00:20<00:25, 10.25it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▌     | 212/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▌     | 212/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.336, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▌     | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.336, alignment/train=0.108, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  45%|████▌     | 213/469 [00:20<00:24, 10.27it/s, v_num=9, loss/train=0.327, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▌     | 214/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.327, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▌     | 214/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.314, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▌     | 215/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.314, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▌     | 215/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.271, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▌     | 216/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.271, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▌     | 216/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.283, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▋     | 217/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.283, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▋     | 217/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.247, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▋     | 218/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.247, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  46%|████▋     | 218/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.285, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 219/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.285, alignment/train=0.0861, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 219/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.310, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 220/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.310, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 220/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.333, alignment/train=0.0919, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.333, alignment/train=0.0919, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 221/469 [00:21<00:24, 10.28it/s, v_num=9, loss/train=0.290, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 222/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.290, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  47%|████▋     | 222/469 [00:21<00:23, 10.29it/s, v_num=9, loss/train=0.285, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 223/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.285, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 223/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.307, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 224/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.307, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 224/469 [00:21<00:23, 10.30it/s, v_num=9, loss/train=0.302, alignment/train=0.0876, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.302, alignment/train=0.0876, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.297, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 226/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.297, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 226/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0958, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.288, alignment/train=0.0958, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  48%|████▊     | 227/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.246, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▊     | 228/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.246, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▊     | 228/469 [00:22<00:23, 10.31it/s, v_num=9, loss/train=0.269, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 229/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.269, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 229/469 [00:22<00:23, 10.33it/s, v_num=9, loss/train=0.300, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 230/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.300, alignment/train=0.0913, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 230/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.265, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.265, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 231/469 [00:22<00:23, 10.34it/s, v_num=9, loss/train=0.285, alignment/train=0.079, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.285, alignment/train=0.079, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  49%|████▉     | 232/469 [00:22<00:22, 10.32it/s, v_num=9, loss/train=0.249, alignment/train=0.0905, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|████▉     | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.249, alignment/train=0.0905, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|████▉     | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.331, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|████▉     | 234/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.331, alignment/train=0.0939, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|████▉     | 234/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.274, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|█████     | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.274, alignment/train=0.0791, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|█████     | 235/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.256, alignment/train=0.0851, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|█████     | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.256, alignment/train=0.0851, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  50%|█████     | 236/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.266, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.266, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 237/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.279, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 238/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.279, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 238/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 239/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.295, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 240/469 [00:23<00:22, 10.37it/s, v_num=9, loss/train=0.295, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████     | 240/469 [00:23<00:22, 10.37it/s, v_num=9, loss/train=0.234, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████▏    | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.234, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  51%|█████▏    | 241/469 [00:23<00:22, 10.36it/s, v_num=9, loss/train=0.303, alignment/train=0.0932, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.303, alignment/train=0.0932, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 242/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.311, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 243/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.311, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 243/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 244/469 [00:23<00:21, 10.35it/s, v_num=9, loss/train=0.315, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 245/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.315, alignment/train=0.0962, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 245/469 [00:23<00:21, 10.36it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 246/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.315, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  52%|█████▏    | 246/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.290, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.290, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 247/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.274, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 248/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.274, alignment/train=0.0859, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 248/469 [00:23<00:21, 10.37it/s, v_num=9, loss/train=0.319, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 249/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.319, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 249/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.275, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 250/469 [00:24<00:21, 10.40it/s, v_num=9, loss/train=0.275, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  53%|█████▎    | 250/469 [00:24<00:21, 10.40it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▎    | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▎    | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.300, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▎    | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.300, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▎    | 252/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.321, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▍    | 253/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.321, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▍    | 253/469 [00:24<00:20, 10.39it/s, v_num=9, loss/train=0.297, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▍    | 254/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.297, alignment/train=0.101, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▍    | 254/469 [00:24<00:20, 10.40it/s, v_num=9, loss/train=0.263, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▍    | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.263, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  54%|█████▍    | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▍    | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▍    | 256/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.331, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▍    | 257/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.331, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▍    | 257/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▌    | 258/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.304, alignment/train=0.0965, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▌    | 258/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.256, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▌    | 259/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.256, alignment/train=0.0944, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▌    | 259/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▌    | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.335, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  55%|█████▌    | 260/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▌    | 261/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.278, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▌    | 261/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.285, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▌    | 262/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.285, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▌    | 262/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.294, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▌    | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.294, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▌    | 263/469 [00:25<00:19, 10.41it/s, v_num=9, loss/train=0.301, alignment/train=0.0911, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▋    | 264/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.301, alignment/train=0.0911, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  56%|█████▋    | 264/469 [00:25<00:19, 10.42it/s, v_num=9, loss/train=0.270, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 265/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.270, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 265/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.255, alignment/train=0.0716, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.255, alignment/train=0.0716, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.291, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.291, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 267/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.328, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 268/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.328, alignment/train=0.0917, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 268/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.285, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 269/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.285, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  57%|█████▋    | 269/469 [00:25<00:19, 10.43it/s, v_num=9, loss/train=0.257, alignment/train=0.0844, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 270/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.257, alignment/train=0.0844, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 270/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.288, alignment/train=0.0745, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 271/469 [00:25<00:18, 10.46it/s, v_num=9, loss/train=0.288, alignment/train=0.0745, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 271/469 [00:25<00:18, 10.46it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.307, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 272/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.275, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.275, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 273/469 [00:26<00:18, 10.43it/s, v_num=9, loss/train=0.270, alignment/train=0.0985, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 274/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.270, alignment/train=0.0985, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  58%|█████▊    | 274/469 [00:26<00:18, 10.44it/s, v_num=9, loss/train=0.304, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▊    | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.304, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▊    | 275/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.299, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.299, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.296, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 277/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.296, alignment/train=0.0949, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 277/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.320, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 278/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.320, alignment/train=0.0909, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 278/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.288, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.288, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  59%|█████▉    | 279/469 [00:26<00:18, 10.45it/s, v_num=9, loss/train=0.280, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|█████▉    | 280/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.280, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|█████▉    | 280/469 [00:26<00:18, 10.46it/s, v_num=9, loss/train=0.270, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|█████▉    | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.270, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|█████▉    | 281/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|██████    | 282/469 [00:26<00:17, 10.47it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|██████    | 282/469 [00:26<00:17, 10.47it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|██████    | 283/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.278, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  60%|██████    | 283/469 [00:27<00:17, 10.45it/s, v_num=9, loss/train=0.303, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 284/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.303, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 284/469 [00:27<00:17, 10.46it/s, v_num=9, loss/train=0.260, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.260, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 285/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.272, alignment/train=0.0897, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 286/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.272, alignment/train=0.0897, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 286/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.296, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 287/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.296, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████    | 287/469 [00:27<00:17, 10.49it/s, v_num=9, loss/train=0.274, alignment/train=0.0827, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████▏   | 288/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.274, alignment/train=0.0827, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  61%|██████▏   | 288/469 [00:27<00:17, 10.47it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 289/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 289/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 290/469 [00:27<00:17, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 291/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.288, alignment/train=0.094, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 291/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.265, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 292/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.265, alignment/train=0.0838, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 292/469 [00:27<00:16, 10.49it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.269, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  62%|██████▏   | 293/469 [00:27<00:16, 10.47it/s, v_num=9, loss/train=0.341, alignment/train=0.0998, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 294/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.341, alignment/train=0.0998, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 294/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.259, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 295/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.259, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 295/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.353, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 296/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.353, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 296/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.296, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 297/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.296, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  63%|██████▎   | 297/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.248, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▎   | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.248, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▎   | 298/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.333, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.333, alignment/train=0.106, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 299/469 [00:28<00:16, 10.49it/s, v_num=9, loss/train=0.275, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.275, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 300/469 [00:28<00:16, 10.50it/s, v_num=9, loss/train=0.346, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.346, alignment/train=0.114, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 301/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.263, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 302/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.263, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  64%|██████▍   | 302/469 [00:28<00:15, 10.51it/s, v_num=9, loss/train=0.251, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▍   | 303/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.251, alignment/train=0.0958, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▍   | 303/469 [00:28<00:15, 10.52it/s, v_num=9, loss/train=0.318, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▍   | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.318, alignment/train=0.112, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▍   | 304/469 [00:28<00:15, 10.54it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▌   | 305/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.315, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▌   | 305/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.260, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▌   | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.260, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▌   | 306/469 [00:29<00:15, 10.51it/s, v_num=9, loss/train=0.322, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▌   | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.322, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  65%|██████▌   | 307/469 [00:29<00:15, 10.52it/s, v_num=9, loss/train=0.306, alignment/train=0.0729, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▌   | 308/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.306, alignment/train=0.0729, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▌   | 308/469 [00:29<00:15, 10.53it/s, v_num=9, loss/train=0.229, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▌   | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.229, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▌   | 309/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.309, alignment/train=0.0804, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▌   | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.309, alignment/train=0.0804, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▌   | 310/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.269, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▋   | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.269, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  66%|██████▋   | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 312/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.343, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 312/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.271, alignment/train=0.0873, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 313/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.271, alignment/train=0.0873, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 313/469 [00:29<00:14, 10.50it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 314/469 [00:29<00:14, 10.51it/s, v_num=9, loss/train=0.293, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 315/469 [00:29<00:14, 10.53it/s, v_num=9, loss/train=0.293, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 315/469 [00:29<00:14, 10.52it/s, v_num=9, loss/train=0.287, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.287, alignment/train=0.0986, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  67%|██████▋   | 316/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.275, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.275, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 317/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.272, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.272, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 318/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.255, alignment/train=0.0803, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 319/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.255, alignment/train=0.0803, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 319/469 [00:30<00:14, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 320/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.302, alignment/train=0.0959, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 320/469 [00:30<00:14, 10.53it/s, v_num=9, loss/train=0.269, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.269, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  68%|██████▊   | 321/469 [00:30<00:14, 10.52it/s, v_num=9, loss/train=0.256, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▊   | 322/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.256, alignment/train=0.0817, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▊   | 322/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.322, alignment/train=0.0992, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▉   | 323/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.322, alignment/train=0.0992, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▉   | 323/469 [00:30<00:13, 10.53it/s, v_num=9, loss/train=0.311, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▉   | 324/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.311, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▉   | 324/469 [00:30<00:13, 10.54it/s, v_num=9, loss/train=0.308, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▉   | 325/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.308, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  69%|██████▉   | 325/469 [00:30<00:13, 10.55it/s, v_num=9, loss/train=0.313, alignment/train=0.0938, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|██████▉   | 326/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.313, alignment/train=0.0938, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|██████▉   | 326/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.307, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|██████▉   | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.307, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|██████▉   | 327/469 [00:30<00:13, 10.56it/s, v_num=9, loss/train=0.310, alignment/train=0.0822, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|██████▉   | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.310, alignment/train=0.0822, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|██████▉   | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.253, alignment/train=0.0886, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|███████   | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.253, alignment/train=0.0886, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|███████   | 329/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|███████   | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  70%|███████   | 330/469 [00:31<00:13, 10.56it/s, v_num=9, loss/train=0.277, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 331/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.277, alignment/train=0.087, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 331/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.288, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 332/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.288, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 332/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.261, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 333/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.261, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 333/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.267, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 334/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.267, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████   | 334/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.329, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████▏  | 335/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.329, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  71%|███████▏  | 335/469 [00:31<00:12, 10.56it/s, v_num=9, loss/train=0.252, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 336/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 336/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.278, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 337/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.278, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 337/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.240, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 338/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.240, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 338/469 [00:31<00:12, 10.57it/s, v_num=9, loss/train=0.283, alignment/train=0.0939, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 339/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.283, alignment/train=0.0939, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 339/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.312, alignment/train=0.0934, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.312, alignment/train=0.0934, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  72%|███████▏  | 340/469 [00:32<00:12, 10.57it/s, v_num=9, loss/train=0.309, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.309, alignment/train=0.0885, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.289, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 342/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.289, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 342/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.272, alignment/train=0.0856, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 343/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.272, alignment/train=0.0856, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 343/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 344/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  73%|███████▎  | 344/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.307, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▎  | 345/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.307, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▎  | 345/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.349, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 346/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.349, alignment/train=0.107, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 346/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 347/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 347/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.253, alignment/train=0.0972, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.253, alignment/train=0.0972, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 348/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.278, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 349/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.278, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  74%|███████▍  | 349/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.271, alignment/train=0.0955, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▍  | 350/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.271, alignment/train=0.0955, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▍  | 350/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0903, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▍  | 351/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0903, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▍  | 351/469 [00:33<00:11, 10.60it/s, v_num=9, loss/train=0.267, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▌  | 352/469 [00:33<00:11, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▌  | 352/469 [00:33<00:11, 10.61it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▌  | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.303, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▌  | 353/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.306, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▌  | 354/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.306, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  75%|███████▌  | 354/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.277, alignment/train=0.0982, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▌  | 355/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.277, alignment/train=0.0982, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▌  | 355/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.350, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▌  | 356/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.350, alignment/train=0.0927, uniformity/train=-3.36, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▌  | 356/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▌  | 357/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▌  | 357/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.286, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▋  | 358/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.286, alignment/train=0.0961, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  76%|███████▋  | 358/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.304, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.304, alignment/train=0.092, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.253, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.253, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.339, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 361/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.339, alignment/train=0.093, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 361/469 [00:34<00:10, 10.60it/s, v_num=9, loss/train=0.307, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.307, alignment/train=0.0858, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0865, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 363/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0865, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  77%|███████▋  | 363/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.272, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 364/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.272, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 364/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.307, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.335, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 366/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.335, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 366/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.268, alignment/train=0.082, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.268, alignment/train=0.082, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  78%|███████▊  | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.238, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▊  | 369/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.238, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▊  | 369/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.305, alignment/train=0.0819, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▉  | 370/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.305, alignment/train=0.0819, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▉  | 370/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.305, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▉  | 371/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.305, alignment/train=0.0924, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▉  | 371/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.278, alignment/train=0.0903, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▉  | 372/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.278, alignment/train=0.0903, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  79%|███████▉  | 372/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.281, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|███████▉  | 373/469 [00:35<00:09, 10.65it/s, v_num=9, loss/train=0.281, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|███████▉  | 373/469 [00:35<00:09, 10.65it/s, v_num=9, loss/train=0.315, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|███████▉  | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.315, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|███████▉  | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.272, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|███████▉  | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.272, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|███████▉  | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.251, alignment/train=0.108, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|████████  | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.108, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|████████  | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.281, alignment/train=0.0884, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|████████  | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.281, alignment/train=0.0884, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  80%|████████  | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 378/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 378/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.271, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.271, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 380/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.278, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 380/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.328, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.328, alignment/train=0.0898, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████  | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████▏ | 382/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  81%|████████▏ | 382/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.301, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 383/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.301, alignment/train=0.100, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 383/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.301, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.301, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 385/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.328, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 385/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.351, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.351, alignment/train=0.0976, uniformity/train=-3.38, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 388/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.262, alignment/train=0.0839, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 389/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.262, alignment/train=0.0839, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 389/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.316, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 390/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.316, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 390/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 391/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.336, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  83%|████████▎ | 391/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.308, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▎ | 392/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.308, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▎ | 392/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.280, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.280, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.292, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 394/469 [00:37<00:07, 10.65it/s, v_num=9, loss/train=0.292, alignment/train=0.0882, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 394/469 [00:37<00:07, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0964, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0964, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 395/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.313, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 396/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.313, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  84%|████████▍ | 396/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.390, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▍ | 397/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.390, alignment/train=0.105, uniformity/train=-3.37, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▍ | 397/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.270, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.270, alignment/train=0.0883, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.366, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▌ | 399/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.366, alignment/train=0.0967, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▌ | 399/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▌ | 400/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0925, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  85%|████████▌ | 400/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 401/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.324, alignment/train=0.0923, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 401/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.250, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 403/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.250, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 403/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.293, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 404/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.293, alignment/train=0.0936, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▌ | 404/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.273, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▋ | 405/469 [00:37<00:05, 10.68it/s, v_num=9, loss/train=0.273, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  86%|████████▋ | 405/469 [00:37<00:05, 10.68it/s, v_num=9, loss/train=0.271, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 406/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.271, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 406/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.0797, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.313, alignment/train=0.0797, uniformity/train=-3.38, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 408/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.305, alignment/train=0.108, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 408/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.264, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 409/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.264, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 409/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.308, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.308, alignment/train=0.108, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 411/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.307, alignment/train=0.0965, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 411/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.341, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.341, alignment/train=0.098, uniformity/train=-3.44, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.278, alignment/train=0.0748, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.278, alignment/train=0.0748, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.288, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.288, alignment/train=0.0954, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 414/469 [00:38<00:05, 10.65it/s, v_num=9, loss/train=0.267, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.267, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  88%|████████▊ | 415/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▊ | 416/469 [00:38<00:04, 10.67it/s, v_num=9, loss/train=0.332, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▊ | 416/469 [00:38<00:04, 10.67it/s, v_num=9, loss/train=0.427, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▉ | 417/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.427, alignment/train=0.108, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▉ | 417/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.241, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.241, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▉ | 418/469 [00:39<00:04, 10.66it/s, v_num=9, loss/train=0.282, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▉ | 419/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.282, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  89%|████████▉ | 419/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.272, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.272, alignment/train=0.0919, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|████████▉ | 421/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.317, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|████████▉ | 421/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.257, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|████████▉ | 422/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.257, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|████████▉ | 422/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.284, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|█████████ | 423/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.284, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|█████████ | 423/469 [00:39<00:04, 10.67it/s, v_num=9, loss/train=0.279, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|█████████ | 424/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.279, alignment/train=0.0921, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  90%|█████████ | 424/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.309, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████ | 425/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.309, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████ | 425/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████ | 426/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████ | 426/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.275, alignment/train=0.097, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████ | 427/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.275, alignment/train=0.097, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████ | 427/469 [00:40<00:03, 10.67it/s, v_num=9, loss/train=0.316, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████▏| 428/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.316, alignment/train=0.0872, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████▏| 428/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.298, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.298, alignment/train=0.086, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  91%|█████████▏| 429/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.315, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.315, alignment/train=0.0853, uniformity/train=-3.41, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.284, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.284, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.275, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 432/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.275, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 432/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.380, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.380, alignment/train=0.116, uniformity/train=-3.45, contrastive_acc/train=0.965, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  92%|█████████▏| 433/469 [00:40<00:03, 10.68it/s, v_num=9, loss/train=0.293, alignment/train=0.081, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.293, alignment/train=0.081, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 434/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.327, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.327, alignment/train=0.0942, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.311, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 436/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.311, alignment/train=0.0975, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 436/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 437/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.331, alignment/train=0.0979, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 437/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.293, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 438/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.293, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  93%|█████████▎| 438/469 [00:40<00:02, 10.69it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▎| 439/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▎| 439/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.291, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.291, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.241, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 441/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.241, alignment/train=0.0842, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 441/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.314, alignment/train=0.0829, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 442/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.314, alignment/train=0.0829, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 442/469 [00:41<00:02, 10.69it/s, v_num=9, loss/train=0.307, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 443/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.307, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  94%|█████████▍| 443/469 [00:41<00:02, 10.70it/s, v_num=9, loss/train=0.274, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.274, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.282, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▍| 445/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.282, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▍| 445/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▌| 446/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.305, alignment/train=0.0937, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▌| 446/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.283, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▌| 447/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.283, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  95%|█████████▌| 447/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.261, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 448/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.261, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 448/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 449/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 449/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.272, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 450/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.272, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 450/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.291, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 451/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.291, alignment/train=0.0894, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▌| 451/469 [00:42<00:01, 10.74it/s, v_num=9, loss/train=0.236, alignment/train=0.0912, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.236, alignment/train=0.0912, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.277, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.277, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.226, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 454/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.226, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 454/469 [00:42<00:01, 10.77it/s, v_num=9, loss/train=0.253, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.253, alignment/train=0.0848, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.282, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.282, alignment/train=0.0982, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.327, alignment/train=0.0887, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.327, alignment/train=0.0887, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.291, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.291, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.279, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.279, alignment/train=0.096, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.284, alignment/train=0.0754, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.284, alignment/train=0.0754, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.319, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.319, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.276, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.276, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.309, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.309, alignment/train=0.0919, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.278, alignment/train=0.0911, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.278, alignment/train=0.0911, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.295, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.295, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.321, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▉| 466/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.321, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:  99%|█████████▉| 466/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.264, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.264, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.303, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.303, alignment/train=0.088, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.266, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.266, alignment/train=0.109, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.565, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]

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Validation DataLoader 0:  68%|██████▊   | 54/79 [00:04<00:02, 12.26it/s]

Validation DataLoader 0:  70%|██████▉   | 55/79 [00:04<00:01, 12.24it/s]

Validation DataLoader 0:  71%|███████   | 56/79 [00:04<00:01, 12.24it/s]

Validation DataLoader 0:  72%|███████▏  | 57/79 [00:04<00:01, 12.33it/s]

Validation DataLoader 0:  73%|███████▎  | 58/79 [00:04<00:01, 12.21it/s]

Validation DataLoader 0:  75%|███████▍  | 59/79 [00:04<00:01, 12.15it/s]

Validation DataLoader 0:  76%|███████▌  | 60/79 [00:04<00:01, 12.31it/s]

Validation DataLoader 0:  77%|███████▋  | 61/79 [00:04<00:01, 12.48it/s]

Validation DataLoader 0:  78%|███████▊  | 62/79 [00:04<00:01, 12.64it/s]

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Validation DataLoader 0:  81%|████████  | 64/79 [00:04<00:01, 12.97it/s]

Validation DataLoader 0:  82%|████████▏ | 65/79 [00:04<00:01, 13.12it/s]

Validation DataLoader 0:  84%|████████▎ | 66/79 [00:04<00:00, 13.29it/s]

Validation DataLoader 0:  85%|████████▍ | 67/79 [00:04<00:00, 13.46it/s]

Validation DataLoader 0:  86%|████████▌ | 68/79 [00:04<00:00, 13.63it/s]

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Validation DataLoader 0: 100%|██████████| 79/79 [00:05<00:00, 15.47it/s]


Epoch 6: 100%|██████████| 469/469 [00:48<00:00,  9.63it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6: 100%|██████████| 469/469 [00:48<00:00,  9.63it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 6:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   0%|          | 1/469 [00:01<12:25,  0.63it/s, v_num=9, loss/train=0.256, alignment/train=0.098, uniformity/train=-3.39, contrastive_acc/train=0.995, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   0%|          | 1/469 [00:01<12:25,  0.63it/s, v_num=9, loss/train=0.263, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   0%|          | 2/469 [00:01<06:53,  1.13it/s, v_num=9, loss/train=0.263, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   0%|          | 2/469 [00:01<06:53,  1.13it/s, v_num=9, loss/train=0.306, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|          | 3/469 [00:01<04:55,  1.58it/s, v_num=9, loss/train=0.306, alignment/train=0.0955, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|          | 3/469 [00:01<04:55,  1.58it/s, v_num=9, loss/train=0.250, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|          | 4/469 [00:01<03:47,  2.04it/s, v_num=9, loss/train=0.250, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|          | 4/469 [00:01<03:47,  2.04it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|          | 5/469 [00:02<03:08,  2.46it/s, v_num=9, loss/train=0.306, alignment/train=0.105, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|          | 5/469 [00:02<03:08,  2.46it/s, v_num=9, loss/train=0.242, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|▏         | 6/469 [00:02<02:43,  2.82it/s, v_num=9, loss/train=0.242, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|▏         | 6/469 [00:02<02:44,  2.82it/s, v_num=9, loss/train=0.315, alignment/train=0.0997, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|▏         | 7/469 [00:02<02:25,  3.17it/s, v_num=9, loss/train=0.315, alignment/train=0.0997, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   1%|▏         | 7/469 [00:02<02:25,  3.17it/s, v_num=9, loss/train=0.287, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 8/469 [00:02<02:12,  3.48it/s, v_num=9, loss/train=0.287, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 8/469 [00:02<02:12,  3.48it/s, v_num=9, loss/train=0.282, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.282, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.291, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 10/469 [00:02<01:51,  4.11it/s, v_num=9, loss/train=0.291, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 10/469 [00:02<01:51,  4.10it/s, v_num=9, loss/train=0.281, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 11/469 [00:02<01:45,  4.34it/s, v_num=9, loss/train=0.281, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   2%|▏         | 11/469 [00:02<01:45,  4.33it/s, v_num=9, loss/train=0.266, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 12/469 [00:02<01:40,  4.56it/s, v_num=9, loss/train=0.266, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 12/469 [00:02<01:40,  4.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0888, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 13/469 [00:02<01:36,  4.74it/s, v_num=9, loss/train=0.301, alignment/train=0.0888, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 13/469 [00:02<01:36,  4.73it/s, v_num=9, loss/train=0.319, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 14/469 [00:02<01:31,  4.95it/s, v_num=9, loss/train=0.319, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 14/469 [00:02<01:31,  4.95it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 15/469 [00:02<01:29,  5.10it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 15/469 [00:02<01:29,  5.10it/s, v_num=9, loss/train=0.284, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 16/469 [00:03<01:25,  5.29it/s, v_num=9, loss/train=0.284, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   3%|▎         | 16/469 [00:03<01:25,  5.29it/s, v_num=9, loss/train=0.289, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▎         | 17/469 [00:03<01:22,  5.51it/s, v_num=9, loss/train=0.289, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▎         | 17/469 [00:03<01:22,  5.51it/s, v_num=9, loss/train=0.323, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 18/469 [00:03<01:19,  5.65it/s, v_num=9, loss/train=0.323, alignment/train=0.112, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 18/469 [00:03<01:19,  5.65it/s, v_num=9, loss/train=0.324, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.324, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0883, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 20/469 [00:03<01:14,  6.03it/s, v_num=9, loss/train=0.240, alignment/train=0.0883, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 20/469 [00:03<01:14,  6.02it/s, v_num=9, loss/train=0.243, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 21/469 [00:03<01:12,  6.14it/s, v_num=9, loss/train=0.243, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   4%|▍         | 21/469 [00:03<01:12,  6.14it/s, v_num=9, loss/train=0.285, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▍         | 22/469 [00:03<01:11,  6.29it/s, v_num=9, loss/train=0.285, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▍         | 22/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.283, alignment/train=0.0885, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0885, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.292, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▌         | 24/469 [00:03<01:08,  6.46it/s, v_num=9, loss/train=0.292, alignment/train=0.0839, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▌         | 24/469 [00:03<01:08,  6.46it/s, v_num=9, loss/train=0.258, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▌         | 25/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.258, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   5%|▌         | 25/469 [00:03<01:07,  6.63it/s, v_num=9, loss/train=0.287, alignment/train=0.0906, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 26/469 [00:03<01:06,  6.71it/s, v_num=9, loss/train=0.287, alignment/train=0.0906, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 26/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 27/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 27/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.279, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 28/469 [00:04<01:04,  6.88it/s, v_num=9, loss/train=0.279, alignment/train=0.0962, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 28/469 [00:04<01:04,  6.88it/s, v_num=9, loss/train=0.307, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 29/469 [00:04<01:03,  6.96it/s, v_num=9, loss/train=0.307, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▌         | 29/469 [00:04<01:03,  6.96it/s, v_num=9, loss/train=0.286, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▋         | 30/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.286, alignment/train=0.0951, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   6%|▋         | 30/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.293, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 31/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.293, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 31/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.239, alignment/train=0.0789, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 32/469 [00:04<00:59,  7.31it/s, v_num=9, loss/train=0.239, alignment/train=0.0789, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 32/469 [00:04<00:59,  7.31it/s, v_num=9, loss/train=0.289, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 33/469 [00:04<00:59,  7.34it/s, v_num=9, loss/train=0.289, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 33/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.315, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 34/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.315, alignment/train=0.0932, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 34/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.299, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 35/469 [00:04<00:57,  7.52it/s, v_num=9, loss/train=0.299, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   7%|▋         | 35/469 [00:04<00:57,  7.52it/s, v_num=9, loss/train=0.291, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 36/469 [00:04<00:56,  7.64it/s, v_num=9, loss/train=0.291, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 36/469 [00:04<00:56,  7.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 37/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.265, alignment/train=0.0939, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 37/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.274, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 38/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.274, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 38/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.356, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 39/469 [00:05<00:55,  7.72it/s, v_num=9, loss/train=0.356, alignment/train=0.102, uniformity/train=-3.41, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   8%|▊         | 39/469 [00:05<00:55,  7.72it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.324, alignment/train=0.108, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.263, alignment/train=0.0805, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▊         | 41/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.263, alignment/train=0.0805, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▊         | 41/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.297, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▉         | 42/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.297, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▉         | 42/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.276, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▉         | 43/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.276, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▉         | 43/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.246, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▉         | 44/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.246, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:   9%|▉         | 44/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.279, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|▉         | 45/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.279, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|▉         | 45/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.244, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|▉         | 46/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.244, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|▉         | 46/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.248, alignment/train=0.0822, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|█         | 47/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.248, alignment/train=0.0822, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|█         | 47/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.279, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|█         | 48/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.279, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|█         | 48/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.269, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|█         | 49/469 [00:05<00:50,  8.28it/s, v_num=9, loss/train=0.269, alignment/train=0.0948, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  10%|█         | 49/469 [00:05<00:50,  8.28it/s, v_num=9, loss/train=0.262, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█         | 50/469 [00:05<00:50,  8.37it/s, v_num=9, loss/train=0.262, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█         | 50/469 [00:05<00:50,  8.37it/s, v_num=9, loss/train=0.317, alignment/train=0.0927, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█         | 51/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.317, alignment/train=0.0927, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█         | 51/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.263, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█         | 52/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.263, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█         | 52/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.305, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█▏        | 53/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.305, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  11%|█▏        | 53/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.262, alignment/train=0.0869, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 54/469 [00:06<00:49,  8.42it/s, v_num=9, loss/train=0.262, alignment/train=0.0869, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 54/469 [00:06<00:49,  8.42it/s, v_num=9, loss/train=0.348, alignment/train=0.0976, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 55/469 [00:06<00:48,  8.49it/s, v_num=9, loss/train=0.348, alignment/train=0.0976, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 55/469 [00:06<00:48,  8.48it/s, v_num=9, loss/train=0.230, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.230, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.305, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 57/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.305, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 57/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.250, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 58/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.250, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  12%|█▏        | 58/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.260, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 59/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.260, alignment/train=0.0851, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 59/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.315, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 60/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.315, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 60/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.322, alignment/train=0.109, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 61/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.322, alignment/train=0.109, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 61/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.261, alignment/train=0.0854, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 62/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.261, alignment/train=0.0854, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 62/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.282, alignment/train=0.0824, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 63/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.282, alignment/train=0.0824, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  13%|█▎        | 63/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.263, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▎        | 64/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.263, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▎        | 64/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.332, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 65/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.332, alignment/train=0.0985, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 65/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.252, alignment/train=0.0951, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 66/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.252, alignment/train=0.0951, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 66/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.281, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 67/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.281, alignment/train=0.0865, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 67/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.274, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 68/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.274, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  14%|█▍        | 68/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.286, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▍        | 69/469 [00:07<00:44,  8.90it/s, v_num=9, loss/train=0.286, alignment/train=0.0956, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▍        | 69/469 [00:07<00:44,  8.90it/s, v_num=9, loss/train=0.250, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.250, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.283, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▌        | 71/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.283, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▌        | 71/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.293, alignment/train=0.0954, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▌        | 72/469 [00:07<00:43,  9.03it/s, v_num=9, loss/train=0.293, alignment/train=0.0954, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  15%|█▌        | 72/469 [00:07<00:43,  9.03it/s, v_num=9, loss/train=0.274, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 73/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.274, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 73/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.326, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.326, alignment/train=0.0983, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.288, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 75/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.288, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 75/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.295, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 76/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.295, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▌        | 76/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.284, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▋        | 77/469 [00:08<00:42,  9.14it/s, v_num=9, loss/train=0.284, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  16%|█▋        | 77/469 [00:08<00:42,  9.14it/s, v_num=9, loss/train=0.291, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 78/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.291, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 78/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.321, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 79/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.321, alignment/train=0.104, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 79/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.291, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 80/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.291, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 80/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.270, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 81/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.270, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 81/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.286, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 82/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.286, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  17%|█▋        | 82/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.251, alignment/train=0.0953, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 83/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.251, alignment/train=0.0953, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 83/469 [00:09<00:41,  9.20it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 84/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 84/469 [00:09<00:41,  9.25it/s, v_num=9, loss/train=0.234, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.234, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.263, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 86/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.263, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  18%|█▊        | 86/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▊        | 87/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▊        | 87/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.245, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 88/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.245, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 88/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.242, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 89/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.242, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 89/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.304, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 90/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.304, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 90/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.271, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 91/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.271, alignment/train=0.0942, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  19%|█▉        | 91/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.284, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|█▉        | 92/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.284, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|█▉        | 92/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.309, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.309, alignment/train=0.105, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.284, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|██        | 94/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.284, alignment/train=0.102, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|██        | 94/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.303, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|██        | 95/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.303, alignment/train=0.0981, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|██        | 95/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|██        | 96/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.261, alignment/train=0.0868, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  20%|██        | 96/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0851, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██        | 97/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.288, alignment/train=0.0851, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██        | 97/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.276, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██        | 98/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.276, alignment/train=0.0917, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██        | 98/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.268, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██        | 99/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.268, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██        | 99/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.235, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██▏       | 100/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.235, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  21%|██▏       | 100/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 101/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 101/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.298, alignment/train=0.0794, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 102/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.298, alignment/train=0.0794, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 102/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.278, alignment/train=0.0848, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 103/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.278, alignment/train=0.0848, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 103/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.312, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 104/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.312, alignment/train=0.0915, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 104/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.226, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.299, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 106/469 [00:10<00:37,  9.65it/s, v_num=9, loss/train=0.299, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 106/469 [00:10<00:37,  9.65it/s, v_num=9, loss/train=0.274, alignment/train=0.0877, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 107/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.274, alignment/train=0.0877, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 107/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.292, alignment/train=0.0791, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 108/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.292, alignment/train=0.0791, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 108/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 109/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 109/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.286, alignment/train=0.0888, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 110/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.286, alignment/train=0.0888, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  23%|██▎       | 110/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.277, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▎       | 111/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.277, alignment/train=0.102, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▎       | 111/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.275, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.275, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.285, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▍       | 113/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.285, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▍       | 113/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.218, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▍       | 114/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.218, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  24%|██▍       | 114/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▍       | 115/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.246, alignment/train=0.0807, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▍       | 115/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.319, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▍       | 116/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.319, alignment/train=0.0966, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▍       | 116/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.301, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▍       | 117/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.301, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▍       | 117/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.282, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.282, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.297, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.275, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 121/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.275, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 121/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 122/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 122/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 123/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▌       | 123/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▋       | 124/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.315, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  26%|██▋       | 124/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.243, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 125/469 [00:12<00:34,  9.84it/s, v_num=9, loss/train=0.243, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 125/469 [00:12<00:34,  9.84it/s, v_num=9, loss/train=0.265, alignment/train=0.0712, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 126/469 [00:12<00:34,  9.82it/s, v_num=9, loss/train=0.265, alignment/train=0.0712, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 126/469 [00:12<00:34,  9.81it/s, v_num=9, loss/train=0.322, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 127/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.322, alignment/train=0.0981, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 127/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.268, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 128/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.268, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  27%|██▋       | 128/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.282, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 129/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.282, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 129/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 130/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 130/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.323, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 131/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.323, alignment/train=0.0997, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 131/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.294, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 132/469 [00:13<00:34,  9.88it/s, v_num=9, loss/train=0.294, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 132/469 [00:13<00:34,  9.88it/s, v_num=9, loss/train=0.284, alignment/train=0.0839, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 133/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.284, alignment/train=0.0839, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  28%|██▊       | 133/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.233, alignment/train=0.0875, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▊       | 134/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.233, alignment/train=0.0875, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▊       | 134/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.270, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 135/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.270, alignment/train=0.0929, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 135/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.277, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 136/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.277, alignment/train=0.0896, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 136/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.295, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 137/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.295, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 137/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 138/469 [00:13<00:33,  9.87it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  29%|██▉       | 138/469 [00:13<00:33,  9.87it/s, v_num=9, loss/train=0.273, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|██▉       | 139/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.273, alignment/train=0.0854, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|██▉       | 139/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.271, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|██▉       | 140/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.271, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|██▉       | 140/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|███       | 141/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.315, alignment/train=0.105, uniformity/train=-3.44, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|███       | 141/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.287, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|███       | 142/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.287, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|███       | 142/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.272, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|███       | 143/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.272, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  30%|███       | 143/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███       | 144/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███       | 144/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.313, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███       | 145/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.313, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███       | 145/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.271, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███       | 146/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.271, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███       | 146/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.283, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███▏      | 147/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.283, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  31%|███▏      | 147/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.316, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 148/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.316, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 148/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.323, alignment/train=0.117, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 149/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.323, alignment/train=0.117, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 149/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.231, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 150/469 [00:15<00:32,  9.96it/s, v_num=9, loss/train=0.231, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 150/469 [00:15<00:32,  9.96it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 151/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.315, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 151/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.287, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 152/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.287, alignment/train=0.0922, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  32%|███▏      | 152/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 153/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 153/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.253, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.253, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 154/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.331, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 155/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.331, alignment/train=0.113, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 155/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.266, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.266, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 156/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.265, alignment/train=0.113, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.265, alignment/train=0.113, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  33%|███▎      | 157/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▎      | 158/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▎      | 158/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.251, alignment/train=0.0851, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▍      | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.251, alignment/train=0.0851, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▍      | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.299, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▍      | 160/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.299, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▍      | 160/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.293, alignment/train=0.0844, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▍      | 161/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.293, alignment/train=0.0844, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  34%|███▍      | 161/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▍      | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▍      | 162/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▍      | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▍      | 163/469 [00:16<00:30, 10.03it/s, v_num=9, loss/train=0.269, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▍      | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.269, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▍      | 164/469 [00:16<00:30, 10.05it/s, v_num=9, loss/train=0.271, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▌      | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.271, alignment/train=0.0981, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▌      | 165/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.244, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▌      | 166/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.244, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  35%|███▌      | 166/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.337, alignment/train=0.0953, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 167/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.337, alignment/train=0.0953, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 167/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.308, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.308, alignment/train=0.091, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 168/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.305, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.305, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 169/469 [00:16<00:29, 10.08it/s, v_num=9, loss/train=0.328, alignment/train=0.0993, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.328, alignment/train=0.0993, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▌      | 170/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.259, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▋      | 171/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.259, alignment/train=0.083, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  36%|███▋      | 171/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.265, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.265, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 172/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 173/469 [00:17<00:29, 10.11it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 173/469 [00:17<00:29, 10.10it/s, v_num=9, loss/train=0.298, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.298, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 174/469 [00:17<00:29, 10.13it/s, v_num=9, loss/train=0.306, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 175/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.306, alignment/train=0.0875, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  37%|███▋      | 175/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.240, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 176/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.240, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 176/469 [00:17<00:29, 10.09it/s, v_num=9, loss/train=0.277, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.277, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 177/469 [00:17<00:28, 10.12it/s, v_num=9, loss/train=0.293, alignment/train=0.0872, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 178/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.293, alignment/train=0.0872, uniformity/train=-3.40, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 178/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.335, alignment/train=0.0936, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.335, alignment/train=0.0936, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 179/469 [00:17<00:28, 10.13it/s, v_num=9, loss/train=0.244, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 180/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.244, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  38%|███▊      | 180/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▊      | 181/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▊      | 181/469 [00:17<00:28, 10.14it/s, v_num=9, loss/train=0.264, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.264, alignment/train=0.100, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 182/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.279, alignment/train=0.091, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.279, alignment/train=0.091, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 183/469 [00:18<00:28, 10.16it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.282, alignment/train=0.103, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 184/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.299, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 185/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.299, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  39%|███▉      | 185/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.272, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|███▉      | 186/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.272, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|███▉      | 186/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.246, alignment/train=0.0722, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|███▉      | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.246, alignment/train=0.0722, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|███▉      | 187/469 [00:18<00:27, 10.17it/s, v_num=9, loss/train=0.277, alignment/train=0.0826, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|████      | 188/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.277, alignment/train=0.0826, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|████      | 188/469 [00:18<00:27, 10.16it/s, v_num=9, loss/train=0.289, alignment/train=0.0875, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|████      | 189/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.289, alignment/train=0.0875, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  40%|████      | 189/469 [00:18<00:27, 10.18it/s, v_num=9, loss/train=0.323, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 190/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.323, alignment/train=0.102, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 190/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 191/469 [00:18<00:27, 10.19it/s, v_num=9, loss/train=0.264, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 192/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.264, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 192/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.230, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 193/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.230, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████      | 193/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.305, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████▏     | 194/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.305, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  41%|████▏     | 194/469 [00:19<00:26, 10.19it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.278, alignment/train=0.0921, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 195/469 [00:19<00:26, 10.20it/s, v_num=9, loss/train=0.312, alignment/train=0.0945, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 196/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.312, alignment/train=0.0945, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 196/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.230, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.230, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 197/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.234, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.234, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  42%|████▏     | 199/469 [00:19<00:26, 10.22it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 200/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.276, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 200/469 [00:19<00:26, 10.23it/s, v_num=9, loss/train=0.279, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 201/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.279, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 201/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.332, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 202/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.332, alignment/train=0.0874, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 202/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.275, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 203/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.275, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 203/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.329, alignment/train=0.115, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.329, alignment/train=0.115, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  43%|████▎     | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.293, alignment/train=0.0943, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▎     | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.293, alignment/train=0.0943, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▎     | 205/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▍     | 206/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▍     | 206/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.243, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▍     | 207/469 [00:20<00:25, 10.27it/s, v_num=9, loss/train=0.243, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▍     | 207/469 [00:20<00:25, 10.26it/s, v_num=9, loss/train=0.279, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▍     | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.279, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  44%|████▍     | 208/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▍     | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▍     | 209/469 [00:20<00:25, 10.28it/s, v_num=9, loss/train=0.248, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▍     | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.248, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▍     | 210/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.274, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▍     | 211/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.274, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▍     | 211/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.306, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▌     | 212/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.306, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▌     | 212/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▌     | 213/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.266, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  45%|████▌     | 213/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.282, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▌     | 214/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.282, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▌     | 214/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.294, alignment/train=0.0974, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▌     | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.294, alignment/train=0.0974, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▌     | 215/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.294, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▌     | 216/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.294, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▌     | 216/469 [00:20<00:24, 10.30it/s, v_num=9, loss/train=0.253, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▋     | 217/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.253, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▋     | 217/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.293, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▋     | 218/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.293, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  46%|████▋     | 218/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.252, alignment/train=0.0992, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 219/469 [00:21<00:24, 10.34it/s, v_num=9, loss/train=0.252, alignment/train=0.0992, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 219/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.313, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.313, alignment/train=0.0969, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 220/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.285, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 221/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.285, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 221/469 [00:21<00:24, 10.33it/s, v_num=9, loss/train=0.276, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 222/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.276, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  47%|████▋     | 222/469 [00:21<00:23, 10.32it/s, v_num=9, loss/train=0.283, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.283, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.297, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.297, alignment/train=0.0899, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.279, alignment/train=0.087, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 225/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.279, alignment/train=0.087, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 225/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.313, alignment/train=0.0847, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 226/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.313, alignment/train=0.0847, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 226/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.254, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.254, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  48%|████▊     | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.268, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▊     | 228/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.268, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▊     | 228/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.328, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.328, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 229/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.240, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 230/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.240, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 230/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.381, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 231/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.381, alignment/train=0.0986, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 231/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.234, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.234, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  49%|████▉     | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.303, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|████▉     | 233/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.303, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|████▉     | 233/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.299, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|████▉     | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.299, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|████▉     | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.349, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|█████     | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.349, alignment/train=0.104, uniformity/train=-3.43, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|█████     | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|█████     | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.339, alignment/train=0.0961, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  50%|█████     | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 237/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.321, alignment/train=0.106, uniformity/train=-3.48, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 237/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.297, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.297, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 239/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.358, alignment/train=0.104, uniformity/train=-3.40, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 239/469 [00:23<00:22, 10.39it/s, v_num=9, loss/train=0.355, alignment/train=0.0966, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.355, alignment/train=0.0966, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████     | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.287, alignment/train=0.0892, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████▏    | 241/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.287, alignment/train=0.0892, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  51%|█████▏    | 241/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.268, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 242/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.268, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 242/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.279, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.279, alignment/train=0.0833, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.258, alignment/train=0.0931, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 244/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.258, alignment/train=0.0931, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.290, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 245/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.290, alignment/train=0.0991, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 245/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.234, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.234, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  52%|█████▏    | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.303, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 247/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.303, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 247/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.307, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.307, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.247, alignment/train=0.0893, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 249/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.247, alignment/train=0.0893, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 249/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.315, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 250/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.315, alignment/train=0.095, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  53%|█████▎    | 250/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.261, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▎    | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.261, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▎    | 251/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.272, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▎    | 252/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.272, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▎    | 252/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.261, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.261, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.253, alignment/train=0.0792, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▍    | 254/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.253, alignment/train=0.0792, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▍    | 254/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.254, alignment/train=0.0855, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▍    | 255/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.254, alignment/train=0.0855, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  54%|█████▍    | 255/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.255, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▍    | 256/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.255, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▍    | 256/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▍    | 257/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▍    | 257/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.227, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▌    | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.227, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▌    | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.276, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▌    | 259/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.276, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▌    | 259/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.247, alignment/train=0.0835, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▌    | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.247, alignment/train=0.0835, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  55%|█████▌    | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.261, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▌    | 261/469 [00:24<00:19, 10.45it/s, v_num=9, loss/train=0.261, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▌    | 261/469 [00:24<00:19, 10.45it/s, v_num=9, loss/train=0.299, alignment/train=0.0994, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▌    | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.299, alignment/train=0.0994, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▌    | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▌    | 263/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.327, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▌    | 263/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.261, alignment/train=0.099, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▋    | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.261, alignment/train=0.099, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  56%|█████▋    | 264/469 [00:25<00:19, 10.44it/s, v_num=9, loss/train=0.242, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 265/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.242, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 265/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.266, alignment/train=0.0805, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 266/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.266, alignment/train=0.0805, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 266/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.280, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.280, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.278, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.278, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.231, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 269/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.231, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  57%|█████▋    | 269/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.243, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 270/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.243, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 270/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.264, alignment/train=0.0998, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.264, alignment/train=0.0998, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.308, alignment/train=0.103, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 273/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.253, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 273/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.252, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.252, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.242, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▊    | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.242, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▊    | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.250, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.250, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 276/469 [00:26<00:18, 10.47it/s, v_num=9, loss/train=0.255, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 277/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.255, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 277/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.230, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 278/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.230, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 278/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.328, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.328, alignment/train=0.0915, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  59%|█████▉    | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.257, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|█████▉    | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.257, alignment/train=0.0928, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|█████▉    | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.252, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|█████▉    | 281/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.252, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|█████▉    | 281/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.322, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|██████    | 282/469 [00:26<00:17, 10.49it/s, v_num=9, loss/train=0.322, alignment/train=0.102, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|██████    | 282/469 [00:26<00:17, 10.48it/s, v_num=9, loss/train=0.255, alignment/train=0.0971, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|██████    | 283/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.255, alignment/train=0.0971, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  60%|██████    | 283/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.254, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.254, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.275, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.275, alignment/train=0.0854, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 286/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.302, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 286/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.240, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.240, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████    | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.368, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████▏   | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.368, alignment/train=0.0989, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  61%|██████▏   | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.264, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 289/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.264, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 289/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 290/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 290/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.332, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.332, alignment/train=0.106, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 292/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.220, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  62%|██████▏   | 293/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.268, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.268, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.304, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 295/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.304, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 295/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.247, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 296/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.247, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 296/469 [00:28<00:16, 10.51it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  63%|██████▎   | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.262, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▎   | 298/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.262, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▎   | 298/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.278, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.278, alignment/train=0.0902, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.256, alignment/train=0.0778, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.256, alignment/train=0.0778, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  64%|██████▍   | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.342, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▍   | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.342, alignment/train=0.0916, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▍   | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.274, alignment/train=0.0888, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▍   | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.274, alignment/train=0.0888, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▍   | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.226, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▌   | 305/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.226, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▌   | 305/469 [00:28<00:15, 10.53it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▌   | 306/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▌   | 306/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.308, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▌   | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0946, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  65%|██████▌   | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.292, alignment/train=0.0861, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▌   | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.292, alignment/train=0.0861, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▌   | 308/469 [00:29<00:15, 10.54it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▌   | 309/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▌   | 309/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▌   | 310/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.243, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▌   | 310/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.303, alignment/train=0.0983, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▋   | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.303, alignment/train=0.0983, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  66%|██████▋   | 311/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.246, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 312/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.246, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 312/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 313/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.279, alignment/train=0.0939, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 313/469 [00:29<00:14, 10.55it/s, v_num=9, loss/train=0.288, alignment/train=0.0799, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.288, alignment/train=0.0799, uniformity/train=-3.41, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0997, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 315/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0859, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 316/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.301, alignment/train=0.0859, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  67%|██████▋   | 316/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.254, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.254, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 317/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.325, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 318/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.325, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 318/469 [00:30<00:14, 10.56it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 319/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 319/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.258, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 321/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.258, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  68%|██████▊   | 321/469 [00:30<00:14, 10.57it/s, v_num=9, loss/train=0.367, alignment/train=0.0858, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▊   | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.367, alignment/train=0.0858, uniformity/train=-3.42, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▊   | 322/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.079, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▉   | 323/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.239, alignment/train=0.079, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▉   | 323/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.262, alignment/train=0.0832, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▉   | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.262, alignment/train=0.0832, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▉   | 324/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▉   | 325/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  69%|██████▉   | 325/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.307, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|██████▉   | 326/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.307, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|██████▉   | 326/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.260, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|██████▉   | 327/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.260, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|██████▉   | 327/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|██████▉   | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|██████▉   | 328/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.325, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|███████   | 329/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.325, alignment/train=0.0953, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|███████   | 329/469 [00:31<00:13, 10.57it/s, v_num=9, loss/train=0.272, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|███████   | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.272, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  70%|███████   | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.247, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.247, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.290, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.290, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.300, alignment/train=0.0853, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 333/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.300, alignment/train=0.0853, uniformity/train=-3.40, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 333/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.218, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 334/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.218, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████   | 334/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.250, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████▏  | 335/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.250, alignment/train=0.0907, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  71%|███████▏  | 335/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.243, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 336/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.243, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 336/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.336, alignment/train=0.0838, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 337/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.336, alignment/train=0.0838, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 337/469 [00:31<00:12, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 338/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 338/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 339/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.309, alignment/train=0.0947, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 339/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 340/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  72%|███████▏  | 340/469 [00:32<00:12, 10.59it/s, v_num=9, loss/train=0.275, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.275, alignment/train=0.0814, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 341/469 [00:32<00:12, 10.58it/s, v_num=9, loss/train=0.301, alignment/train=0.082, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 342/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.301, alignment/train=0.082, uniformity/train=-3.42, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 342/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.280, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.280, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.275, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.275, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  73%|███████▎  | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.316, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▎  | 345/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.316, alignment/train=0.093, uniformity/train=-3.44, contrastive_acc/train=0.980, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▎  | 345/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.259, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 346/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.259, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 346/469 [00:32<00:11, 10.58it/s, v_num=9, loss/train=0.241, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 347/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.241, alignment/train=0.0857, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 347/469 [00:32<00:11, 10.59it/s, v_num=9, loss/train=0.240, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 348/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.240, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 348/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 349/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  74%|███████▍  | 349/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.235, alignment/train=0.0806, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▍  | 350/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.235, alignment/train=0.0806, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▍  | 350/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▍  | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▍  | 351/469 [00:33<00:11, 10.62it/s, v_num=9, loss/train=0.257, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▌  | 352/469 [00:33<00:11, 10.64it/s, v_num=9, loss/train=0.257, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▌  | 352/469 [00:33<00:11, 10.63it/s, v_num=9, loss/train=0.269, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▌  | 353/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.269, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▌  | 353/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▌  | 354/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  75%|███████▌  | 354/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.252, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▌  | 355/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▌  | 355/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.294, alignment/train=0.0847, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▌  | 356/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.294, alignment/train=0.0847, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▌  | 356/469 [00:33<00:10, 10.59it/s, v_num=9, loss/train=0.348, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▌  | 357/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.348, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▌  | 357/469 [00:33<00:10, 10.60it/s, v_num=9, loss/train=0.252, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▋  | 358/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  76%|███████▋  | 358/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 359/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.301, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.301, alignment/train=0.101, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 360/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0919, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 361/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0919, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 361/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0815, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0815, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 362/469 [00:34<00:10, 10.61it/s, v_num=9, loss/train=0.274, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.274, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  77%|███████▋  | 363/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.252, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.252, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.244, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 365/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.264, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 366/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.264, alignment/train=0.0879, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 366/469 [00:34<00:09, 10.61it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 367/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.283, alignment/train=0.0926, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  78%|███████▊  | 368/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▊  | 369/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.305, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▊  | 369/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.276, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▉  | 370/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.276, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▉  | 370/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▉  | 371/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▉  | 371/469 [00:34<00:09, 10.62it/s, v_num=9, loss/train=0.242, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▉  | 372/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.242, alignment/train=0.104, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  79%|███████▉  | 372/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.294, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|███████▉  | 373/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.294, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|███████▉  | 373/469 [00:35<00:09, 10.63it/s, v_num=9, loss/train=0.253, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|███████▉  | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.253, alignment/train=0.0784, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|███████▉  | 374/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.303, alignment/train=0.0957, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|███████▉  | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.303, alignment/train=0.0957, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|███████▉  | 375/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|████████  | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|████████  | 376/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|████████  | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  80%|████████  | 377/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.269, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.269, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 378/469 [00:35<00:08, 10.63it/s, v_num=9, loss/train=0.322, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 379/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.322, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 379/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.265, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 380/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.265, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 380/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.222, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████  | 381/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.235, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████▏ | 382/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.235, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  81%|████████▏ | 382/469 [00:35<00:08, 10.64it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 383/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 383/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.282, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.282, alignment/train=0.0908, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 384/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.260, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 385/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.260, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 385/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  82%|████████▏ | 386/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 387/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.264, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 388/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.264, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 388/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.324, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.324, alignment/train=0.0831, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 390/469 [00:36<00:07, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 391/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.248, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  83%|████████▎ | 391/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.317, alignment/train=0.0872, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▎ | 392/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.317, alignment/train=0.0872, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▎ | 392/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 393/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.266, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 393/469 [00:36<00:07, 10.65it/s, v_num=9, loss/train=0.265, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 394/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.265, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 394/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.289, alignment/train=0.0928, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 395/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.289, alignment/train=0.0928, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 395/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.231, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 396/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.231, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  84%|████████▍ | 396/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▍ | 397/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▍ | 397/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.337, alignment/train=0.111, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▍ | 398/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▌ | 399/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.292, alignment/train=0.0906, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▌ | 399/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.254, alignment/train=0.0816, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▌ | 400/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.254, alignment/train=0.0816, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  85%|████████▌ | 400/469 [00:37<00:06, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 401/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0967, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 401/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.271, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.271, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 402/469 [00:37<00:06, 10.67it/s, v_num=9, loss/train=0.340, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 403/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.340, alignment/train=0.0985, uniformity/train=-3.45, contrastive_acc/train=0.973, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 403/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.295, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.295, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▌ | 404/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.220, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▋ | 405/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.220, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  86%|████████▋ | 405/469 [00:37<00:06, 10.66it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 406/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 406/469 [00:38<00:05, 10.66it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 407/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.256, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 408/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 408/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.254, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 409/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.254, alignment/train=0.0914, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 409/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  87%|████████▋ | 410/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.262, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 411/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.262, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 411/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0909, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 412/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.247, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.224, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 414/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.224, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 414/469 [00:38<00:05, 10.68it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 415/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  88%|████████▊ | 415/469 [00:38<00:05, 10.67it/s, v_num=9, loss/train=0.259, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▊ | 416/469 [00:38<00:04, 10.68it/s, v_num=9, loss/train=0.259, alignment/train=0.0843, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▊ | 416/469 [00:38<00:04, 10.68it/s, v_num=9, loss/train=0.267, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▉ | 417/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.267, alignment/train=0.0965, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▉ | 417/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▉ | 418/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.313, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▉ | 418/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.271, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.271, alignment/train=0.0838, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.209, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|████████▉ | 420/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.290, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|████████▉ | 421/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.290, alignment/train=0.0912, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|████████▉ | 421/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.261, alignment/train=0.0822, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|████████▉ | 422/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.261, alignment/train=0.0822, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|████████▉ | 422/469 [00:39<00:04, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.0747, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|█████████ | 423/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.249, alignment/train=0.0747, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|█████████ | 423/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████ | 425/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████ | 425/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.252, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████ | 426/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.252, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████ | 426/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.318, alignment/train=0.0973, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████ | 427/469 [00:39<00:03, 10.69it/s, v_num=9, loss/train=0.318, alignment/train=0.0973, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████ | 427/469 [00:39<00:03, 10.69it/s, v_num=9, loss/train=0.284, alignment/train=0.112, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████▏| 428/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.284, alignment/train=0.112, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████▏| 428/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.222, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.222, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.259, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.259, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 430/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.264, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.264, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 431/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.258, alignment/train=0.081, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 432/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.258, alignment/train=0.081, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 432/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 433/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  92%|█████████▏| 433/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.239, alignment/train=0.0756, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 434/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0756, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 434/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.256, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 435/469 [00:40<00:03, 10.69it/s, v_num=9, loss/train=0.268, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 436/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.268, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 436/469 [00:40<00:03, 10.70it/s, v_num=9, loss/train=0.307, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 437/469 [00:40<00:02, 10.70it/s, v_num=9, loss/train=0.307, alignment/train=0.0969, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 437/469 [00:40<00:02, 10.70it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 438/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  93%|█████████▎| 438/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.318, alignment/train=0.0934, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▎| 439/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.318, alignment/train=0.0934, uniformity/train=-3.40, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▎| 439/469 [00:40<00:02, 10.71it/s, v_num=9, loss/train=0.253, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.253, alignment/train=0.0922, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.290, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.290, alignment/train=0.0995, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.237, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.237, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.270, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.270, alignment/train=0.111, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0893, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.275, alignment/train=0.0893, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▍| 444/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.323, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▍| 445/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.323, alignment/train=0.0973, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▍| 445/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.337, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.337, alignment/train=0.109, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.289, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.289, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.301, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 448/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.301, alignment/train=0.092, uniformity/train=-3.46, contrastive_acc/train=0.977, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 448/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.289, alignment/train=0.0963, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 449/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.289, alignment/train=0.0963, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 449/469 [00:41<00:01, 10.71it/s, v_num=9, loss/train=0.278, alignment/train=0.0763, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 450/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.278, alignment/train=0.0763, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 450/469 [00:41<00:01, 10.72it/s, v_num=9, loss/train=0.287, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 451/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.287, alignment/train=0.0917, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▌| 451/469 [00:42<00:01, 10.73it/s, v_num=9, loss/train=0.308, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.308, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  96%|█████████▋| 452/469 [00:42<00:01, 10.75it/s, v_num=9, loss/train=0.267, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.267, alignment/train=0.0995, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 453/469 [00:42<00:01, 10.76it/s, v_num=9, loss/train=0.254, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 454/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.254, alignment/train=0.0951, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 454/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0949, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.260, alignment/train=0.0949, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 455/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.293, alignment/train=0.0944, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.293, alignment/train=0.0944, uniformity/train=-3.41, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 456/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.261, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.261, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  97%|█████████▋| 457/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.271, alignment/train=0.0724, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.271, alignment/train=0.0724, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 458/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.291, alignment/train=0.085, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.291, alignment/train=0.085, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 459/469 [00:42<00:00, 10.85it/s, v_num=9, loss/train=0.317, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.317, alignment/train=0.0998, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 460/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.322, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.322, alignment/train=0.0901, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  98%|█████████▊| 461/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.310, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.310, alignment/train=0.103, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▊| 462/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.275, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.275, alignment/train=0.0988, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▊| 463/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.245, alignment/train=0.0928, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.245, alignment/train=0.0928, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▉| 464/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.264, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.264, alignment/train=0.0884, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▉| 465/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▉| 466/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7:  99%|█████████▉| 466/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.283, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.283, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 467/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.301, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.301, alignment/train=0.097, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|█████████▉| 468/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.220, alignment/train=0.0758, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.220, alignment/train=0.0758, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]
Epoch 7: 100%|██████████| 469/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.554, alignment/val=0.0953, uniformity/val=-3.58, contrastive_acc/val=0.876]

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Validation DataLoader 0: 100%|██████████| 79/79 [00:04<00:00, 16.01it/s]


Epoch 7: 100%|██████████| 469/469 [00:49<00:00,  9.42it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 7: 100%|██████████| 469/469 [00:49<00:00,  9.42it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 7:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   0%|          | 1/469 [00:01<13:12,  0.59it/s, v_num=9, loss/train=0.250, alignment/train=0.109, uniformity/train=-3.46, contrastive_acc/train=0.990, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   0%|          | 1/469 [00:01<13:13,  0.59it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   0%|          | 2/469 [00:01<06:49,  1.14it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   0%|          | 2/469 [00:01<06:49,  1.14it/s, v_num=9, loss/train=0.267, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|          | 3/469 [00:01<04:41,  1.66it/s, v_num=9, loss/train=0.267, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|          | 3/469 [00:01<04:41,  1.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|          | 4/469 [00:01<03:40,  2.11it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|          | 4/469 [00:01<03:40,  2.11it/s, v_num=9, loss/train=0.249, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|          | 5/469 [00:01<03:01,  2.56it/s, v_num=9, loss/train=0.249, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|          | 5/469 [00:01<03:01,  2.56it/s, v_num=9, loss/train=0.297, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|▏         | 6/469 [00:02<02:39,  2.91it/s, v_num=9, loss/train=0.297, alignment/train=0.0846, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|▏         | 6/469 [00:02<02:39,  2.90it/s, v_num=9, loss/train=0.372, alignment/train=0.0939, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|▏         | 7/469 [00:02<02:24,  3.20it/s, v_num=9, loss/train=0.372, alignment/train=0.0939, uniformity/train=-3.36, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   1%|▏         | 7/469 [00:02<02:24,  3.19it/s, v_num=9, loss/train=0.311, alignment/train=0.0991, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 8/469 [00:02<02:13,  3.46it/s, v_num=9, loss/train=0.311, alignment/train=0.0991, uniformity/train=-3.45, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 8/469 [00:02<02:13,  3.46it/s, v_num=9, loss/train=0.219, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 9/469 [00:02<02:02,  3.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 9/469 [00:02<02:02,  3.76it/s, v_num=9, loss/train=0.232, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 10/469 [00:02<01:52,  4.08it/s, v_num=9, loss/train=0.232, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 10/469 [00:02<01:52,  4.08it/s, v_num=9, loss/train=0.258, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 11/469 [00:02<01:48,  4.24it/s, v_num=9, loss/train=0.258, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   2%|▏         | 11/469 [00:02<01:48,  4.24it/s, v_num=9, loss/train=0.257, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 12/469 [00:02<01:42,  4.48it/s, v_num=9, loss/train=0.257, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 12/469 [00:02<01:42,  4.48it/s, v_num=9, loss/train=0.246, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 13/469 [00:02<01:35,  4.75it/s, v_num=9, loss/train=0.246, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 13/469 [00:02<01:36,  4.75it/s, v_num=9, loss/train=0.291, alignment/train=0.0779, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 14/469 [00:02<01:30,  5.01it/s, v_num=9, loss/train=0.291, alignment/train=0.0779, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 14/469 [00:02<01:30,  5.01it/s, v_num=9, loss/train=0.219, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 15/469 [00:02<01:26,  5.26it/s, v_num=9, loss/train=0.219, alignment/train=0.0911, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 15/469 [00:02<01:26,  5.26it/s, v_num=9, loss/train=0.244, alignment/train=0.0776, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 16/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.244, alignment/train=0.0776, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   3%|▎         | 16/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.232, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▎         | 17/469 [00:03<01:21,  5.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▎         | 17/469 [00:03<01:21,  5.57it/s, v_num=9, loss/train=0.259, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 18/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.259, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 18/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.259, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 19/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.259, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 19/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.283, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 20/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.283, alignment/train=0.111, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 20/469 [00:03<01:16,  5.87it/s, v_num=9, loss/train=0.292, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 21/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.292, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   4%|▍         | 21/469 [00:03<01:13,  6.06it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▍         | 22/469 [00:03<01:11,  6.25it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▍         | 22/469 [00:03<01:11,  6.25it/s, v_num=9, loss/train=0.228, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▍         | 23/469 [00:03<01:10,  6.35it/s, v_num=9, loss/train=0.228, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▍         | 23/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.270, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▌         | 24/469 [00:03<01:10,  6.31it/s, v_num=9, loss/train=0.270, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▌         | 24/469 [00:03<01:10,  6.31it/s, v_num=9, loss/train=0.252, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▌         | 25/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.252, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   5%|▌         | 25/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.255, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 26/469 [00:03<01:06,  6.61it/s, v_num=9, loss/train=0.255, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 26/469 [00:03<01:06,  6.61it/s, v_num=9, loss/train=0.245, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 27/469 [00:04<01:06,  6.69it/s, v_num=9, loss/train=0.245, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 27/469 [00:04<01:06,  6.69it/s, v_num=9, loss/train=0.291, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 28/469 [00:04<01:05,  6.77it/s, v_num=9, loss/train=0.291, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 28/469 [00:04<01:05,  6.77it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 29/469 [00:04<01:03,  6.89it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▌         | 29/469 [00:04<01:03,  6.88it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▋         | 30/469 [00:04<01:02,  6.99it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   6%|▋         | 30/469 [00:04<01:02,  6.98it/s, v_num=9, loss/train=0.265, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 31/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.265, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 31/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.220, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.263, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 33/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.263, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 33/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 34/469 [00:04<01:00,  7.25it/s, v_num=9, loss/train=0.244, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 34/469 [00:04<01:00,  7.25it/s, v_num=9, loss/train=0.318, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 35/469 [00:04<00:58,  7.37it/s, v_num=9, loss/train=0.318, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   7%|▋         | 35/469 [00:04<00:58,  7.37it/s, v_num=9, loss/train=0.248, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 36/469 [00:04<00:57,  7.49it/s, v_num=9, loss/train=0.248, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 36/469 [00:04<00:57,  7.49it/s, v_num=9, loss/train=0.266, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 37/469 [00:04<00:57,  7.55it/s, v_num=9, loss/train=0.266, alignment/train=0.0985, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 37/469 [00:04<00:57,  7.55it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 38/469 [00:05<00:56,  7.59it/s, v_num=9, loss/train=0.260, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 38/469 [00:05<00:56,  7.59it/s, v_num=9, loss/train=0.275, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 39/469 [00:05<00:56,  7.60it/s, v_num=9, loss/train=0.275, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   8%|▊         | 39/469 [00:05<00:56,  7.60it/s, v_num=9, loss/train=0.268, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▊         | 40/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.268, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▊         | 40/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▊         | 41/469 [00:05<00:55,  7.78it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▊         | 41/469 [00:05<00:55,  7.77it/s, v_num=9, loss/train=0.208, alignment/train=0.111, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▉         | 42/469 [00:05<00:54,  7.81it/s, v_num=9, loss/train=0.208, alignment/train=0.111, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▉         | 42/469 [00:05<00:54,  7.81it/s, v_num=9, loss/train=0.247, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▉         | 43/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.247, alignment/train=0.0883, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▉         | 43/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.254, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▉         | 44/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.254, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   9%|▉         | 44/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.277, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|▉         | 45/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.277, alignment/train=0.0931, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|▉         | 45/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.247, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|▉         | 46/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.247, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|▉         | 46/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.265, alignment/train=0.0809, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|█         | 47/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.265, alignment/train=0.0809, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|█         | 47/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.263, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|█         | 48/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.263, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|█         | 48/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.300, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|█         | 49/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.300, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  10%|█         | 49/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.279, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█         | 50/469 [00:06<00:50,  8.23it/s, v_num=9, loss/train=0.279, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█         | 50/469 [00:06<00:50,  8.23it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█         | 51/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.270, alignment/train=0.101, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█         | 51/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.327, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.327, alignment/train=0.0962, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.252, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█▏        | 53/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.252, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  11%|█▏        | 53/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.247, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 54/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.247, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 54/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.307, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 55/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.307, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 55/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.245, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 56/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.245, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 56/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0998, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0998, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.292, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 58/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.292, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  12%|█▏        | 58/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.283, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 59/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.283, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 59/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.310, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 60/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.310, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 60/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.281, alignment/train=0.0896, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 61/469 [00:07<00:47,  8.67it/s, v_num=9, loss/train=0.281, alignment/train=0.0896, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 61/469 [00:07<00:47,  8.67it/s, v_num=9, loss/train=0.285, alignment/train=0.0873, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 62/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.285, alignment/train=0.0873, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 62/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.279, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 63/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.279, alignment/train=0.0989, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  13%|█▎        | 63/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.256, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▎        | 64/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.256, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▎        | 64/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.249, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 65/469 [00:07<00:46,  8.77it/s, v_num=9, loss/train=0.249, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 65/469 [00:07<00:46,  8.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 66/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.242, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 66/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.275, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 67/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.275, alignment/train=0.0882, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 67/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.247, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 68/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.247, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  14%|█▍        | 68/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.289, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▍        | 69/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.289, alignment/train=0.0935, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▍        | 69/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.223, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▍        | 70/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.223, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▍        | 70/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.257, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▌        | 71/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.257, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▌        | 71/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.236, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.236, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.278, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 73/469 [00:08<00:44,  9.00it/s, v_num=9, loss/train=0.278, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 73/469 [00:08<00:44,  9.00it/s, v_num=9, loss/train=0.259, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 74/469 [00:08<00:44,  8.97it/s, v_num=9, loss/train=0.259, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 74/469 [00:08<00:44,  8.97it/s, v_num=9, loss/train=0.274, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 75/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.274, alignment/train=0.0968, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 75/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.264, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 76/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.264, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▌        | 76/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.246, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▋        | 77/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.246, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  16%|█▋        | 77/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.248, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 78/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.248, alignment/train=0.090, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 78/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 79/469 [00:08<00:42,  9.13it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 79/469 [00:08<00:42,  9.13it/s, v_num=9, loss/train=0.248, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 80/469 [00:08<00:42,  9.12it/s, v_num=9, loss/train=0.248, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 80/469 [00:08<00:42,  9.12it/s, v_num=9, loss/train=0.234, alignment/train=0.0806, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 81/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.234, alignment/train=0.0806, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 81/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.260, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 82/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.260, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  17%|█▋        | 82/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.265, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 83/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.265, alignment/train=0.098, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 83/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.250, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 84/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.250, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 84/469 [00:09<00:41,  9.21it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 85/469 [00:09<00:41,  9.26it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 85/469 [00:09<00:41,  9.26it/s, v_num=9, loss/train=0.221, alignment/train=0.0732, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 86/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0732, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  18%|█▊        | 86/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.241, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▊        | 87/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.241, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▊        | 87/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 88/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.221, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 88/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.233, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 89/469 [00:09<00:40,  9.31it/s, v_num=9, loss/train=0.233, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 89/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.281, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.973, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 90/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.281, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.973, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 90/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.281, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 91/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.281, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  19%|█▉        | 91/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.267, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|█▉        | 92/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.267, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|█▉        | 92/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.228, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|█▉        | 93/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.228, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.216, alignment/train=0.0792, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|██        | 94/469 [00:09<00:39,  9.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0792, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|██        | 94/469 [00:09<00:39,  9.42it/s, v_num=9, loss/train=0.283, alignment/train=0.097, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|██        | 95/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.283, alignment/train=0.097, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|██        | 95/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.233, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|██        | 96/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.233, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  20%|██        | 96/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.253, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██        | 97/469 [00:10<00:39,  9.42it/s, v_num=9, loss/train=0.253, alignment/train=0.0846, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██        | 97/469 [00:10<00:39,  9.42it/s, v_num=9, loss/train=0.353, alignment/train=0.0938, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██        | 98/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.353, alignment/train=0.0938, uniformity/train=-3.41, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██        | 98/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.253, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██        | 99/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.253, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██        | 99/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██▏       | 100/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  21%|██▏       | 100/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.246, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 101/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.246, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 101/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.279, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 102/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.279, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 102/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.266, alignment/train=0.0982, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 103/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.266, alignment/train=0.0982, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 103/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.257, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 104/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.257, alignment/train=0.0971, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 104/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.289, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 105/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.289, alignment/train=0.0896, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  22%|██▏       | 105/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.378, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 106/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.378, alignment/train=0.106, uniformity/train=-3.39, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 106/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.248, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 107/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.248, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 107/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.275, alignment/train=0.0946, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 108/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.275, alignment/train=0.0946, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 108/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 109/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 109/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 110/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.259, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  23%|██▎       | 110/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.235, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▎       | 111/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.235, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▎       | 111/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▍       | 113/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.243, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▍       | 113/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▍       | 114/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.237, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  24%|██▍       | 114/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.237, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▍       | 115/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.237, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▍       | 115/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.221, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▍       | 116/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.221, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▍       | 116/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.256, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▍       | 117/469 [00:12<00:36,  9.73it/s, v_num=9, loss/train=0.256, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▍       | 117/469 [00:12<00:36,  9.73it/s, v_num=9, loss/train=0.257, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▌       | 118/469 [00:12<00:36,  9.73it/s, v_num=9, loss/train=0.257, alignment/train=0.0907, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▌       | 118/469 [00:12<00:36,  9.73it/s, v_num=9, loss/train=0.253, alignment/train=0.0889, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▌       | 119/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.253, alignment/train=0.0889, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  25%|██▌       | 119/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.221, alignment/train=0.080, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 120/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.221, alignment/train=0.080, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 120/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.235, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 121/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.235, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 121/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 122/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.264, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 122/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.232, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 123/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.232, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▌       | 123/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.238, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▋       | 124/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  26%|██▋       | 124/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.322, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 125/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.322, alignment/train=0.0831, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 125/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.269, alignment/train=0.081, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 126/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.269, alignment/train=0.081, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 126/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.310, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 127/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.310, alignment/train=0.0987, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 127/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.247, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 128/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.247, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  27%|██▋       | 128/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.258, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 129/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0949, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 129/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.273, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 130/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.273, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 130/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.238, alignment/train=0.0833, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 131/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.238, alignment/train=0.0833, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 131/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 132/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 132/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.264, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 133/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.264, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  28%|██▊       | 133/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.294, alignment/train=0.0935, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▊       | 134/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.294, alignment/train=0.0935, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▊       | 134/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.222, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 135/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.222, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 135/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.257, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 136/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.257, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 136/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.276, alignment/train=0.0899, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 137/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.276, alignment/train=0.0899, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 137/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.249, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.249, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  29%|██▉       | 138/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.299, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|██▉       | 139/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.299, alignment/train=0.0986, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|██▉       | 139/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|██▉       | 140/469 [00:14<00:33,  9.95it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|██▉       | 140/469 [00:14<00:33,  9.95it/s, v_num=9, loss/train=0.207, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|███       | 141/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.207, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|███       | 141/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|███       | 142/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|███       | 142/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.239, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|███       | 143/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.239, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  30%|███       | 143/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.222, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███       | 144/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.222, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███       | 144/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███       | 145/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███       | 145/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.236, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███       | 146/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.236, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███       | 146/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███▏      | 147/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  31%|███▏      | 147/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.247, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 148/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.247, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 148/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.243, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.243, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0834, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0834, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 151/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.235, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 151/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.245, alignment/train=0.0788, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.245, alignment/train=0.0788, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  32%|███▏      | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.219, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 153/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.219, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 153/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.251, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 154/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.251, alignment/train=0.0934, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 154/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.248, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.248, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.245, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 156/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.245, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 156/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.259, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  33%|███▎      | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.286, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▎      | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.286, alignment/train=0.0958, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▎      | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.267, alignment/train=0.0801, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▍      | 159/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.267, alignment/train=0.0801, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▍      | 159/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.267, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▍      | 160/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.267, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▍      | 160/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.307, alignment/train=0.0913, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▍      | 161/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.307, alignment/train=0.0913, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  34%|███▍      | 161/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.262, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▍      | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.262, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▍      | 162/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.268, alignment/train=0.0866, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▍      | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.268, alignment/train=0.0866, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▍      | 163/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.235, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▍      | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.235, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▍      | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.254, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▌      | 165/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.254, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▌      | 165/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.248, alignment/train=0.0946, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▌      | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.248, alignment/train=0.0946, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  35%|███▌      | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.251, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.251, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.309, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 168/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.309, alignment/train=0.0921, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 168/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.243, alignment/train=0.0754, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.243, alignment/train=0.0754, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▌      | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.282, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▋      | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.282, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  36%|███▋      | 171/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.271, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.271, alignment/train=0.0931, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 172/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.287, alignment/train=0.0837, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 173/469 [00:17<00:29, 10.16it/s, v_num=9, loss/train=0.287, alignment/train=0.0837, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 173/469 [00:17<00:29, 10.16it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.274, alignment/train=0.083, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.240, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.240, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  37%|███▋      | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.243, alignment/train=0.0753, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 176/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.243, alignment/train=0.0753, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 176/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.216, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 177/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.216, alignment/train=0.0943, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 177/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.228, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.228, alignment/train=0.0887, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 178/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.220, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 179/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.220, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 179/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.218, alignment/train=0.0787, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.218, alignment/train=0.0787, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  38%|███▊      | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.225, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▊      | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.225, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▊      | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.253, alignment/train=0.0818, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.253, alignment/train=0.0818, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.245, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 183/469 [00:17<00:27, 10.22it/s, v_num=9, loss/train=0.245, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 183/469 [00:17<00:27, 10.22it/s, v_num=9, loss/train=0.216, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 184/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.216, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 184/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|███▉      | 186/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|███▉      | 186/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.279, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|███▉      | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.279, alignment/train=0.0961, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|███▉      | 187/469 [00:18<00:27, 10.20it/s, v_num=9, loss/train=0.217, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|████      | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.217, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|████      | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.242, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|████      | 189/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  40%|████      | 189/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.232, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 190/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.232, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 190/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.244, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.244, alignment/train=0.0865, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 191/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.249, alignment/train=0.0764, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.249, alignment/train=0.0764, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.288, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.288, alignment/train=0.0837, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████      | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.222, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.222, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.277, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.277, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.227, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 196/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 196/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.223, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.223, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.242, alignment/train=0.0911, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 198/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.242, alignment/train=0.0911, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 198/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 199/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  42%|████▏     | 199/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.262, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.262, alignment/train=0.0891, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 200/469 [00:19<00:26, 10.25it/s, v_num=9, loss/train=0.239, alignment/train=0.0965, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.239, alignment/train=0.0965, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 201/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.222, alignment/train=0.0935, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.222, alignment/train=0.0935, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 203/469 [00:19<00:25, 10.25it/s, v_num=9, loss/train=0.290, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 203/469 [00:19<00:25, 10.25it/s, v_num=9, loss/train=0.217, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.217, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  43%|████▎     | 204/469 [00:19<00:25, 10.27it/s, v_num=9, loss/train=0.230, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▎     | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.230, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▎     | 205/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.241, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▍     | 206/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.241, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▍     | 206/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.267, alignment/train=0.0997, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▍     | 207/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.267, alignment/train=0.0997, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▍     | 207/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.256, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▍     | 209/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▍     | 209/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.228, alignment/train=0.0885, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▍     | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.228, alignment/train=0.0885, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▍     | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▍     | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.287, alignment/train=0.0942, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▍     | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.243, alignment/train=0.0893, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▌     | 212/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.243, alignment/train=0.0893, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▌     | 212/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▌     | 213/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  45%|████▌     | 213/469 [00:20<00:24, 10.29it/s, v_num=9, loss/train=0.241, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▌     | 214/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.241, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▌     | 214/469 [00:20<00:24, 10.31it/s, v_num=9, loss/train=0.249, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▌     | 215/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.249, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▌     | 215/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▌     | 216/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▌     | 216/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.337, alignment/train=0.094, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▋     | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.337, alignment/train=0.094, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▋     | 217/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.281, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▋     | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.281, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  46%|████▋     | 218/469 [00:21<00:24, 10.30it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 219/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 219/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.295, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 220/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.295, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 220/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.230, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.230, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  47%|████▋     | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.252, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 223/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.263, alignment/train=0.110, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.263, alignment/train=0.110, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 224/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.0786, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.231, alignment/train=0.0786, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 225/469 [00:21<00:23, 10.31it/s, v_num=9, loss/train=0.258, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 226/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.258, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 226/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 227/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.198, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  48%|████▊     | 227/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▊     | 228/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.231, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▊     | 228/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.270, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 229/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.270, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 229/469 [00:22<00:23, 10.36it/s, v_num=9, loss/train=0.269, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.269, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 230/469 [00:22<00:23, 10.35it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 231/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 231/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.276, alignment/train=0.0906, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.276, alignment/train=0.0906, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  49%|████▉     | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.302, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|████▉     | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.302, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|████▉     | 233/469 [00:22<00:22, 10.34it/s, v_num=9, loss/train=0.296, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|████▉     | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.296, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|████▉     | 234/469 [00:22<00:22, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|█████     | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.231, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|█████     | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.235, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|█████     | 236/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.235, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  50%|█████     | 236/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.292, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 237/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.292, alignment/train=0.094, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 237/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.226, alignment/train=0.0932, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.226, alignment/train=0.0932, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 238/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.235, alignment/train=0.107, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 239/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.235, alignment/train=0.107, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 239/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 240/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████     | 240/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.276, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████▏    | 241/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.276, alignment/train=0.096, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  51%|█████▏    | 241/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.296, alignment/train=0.0845, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 242/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.296, alignment/train=0.0845, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 242/469 [00:23<00:21, 10.38it/s, v_num=9, loss/train=0.252, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.252, alignment/train=0.0932, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 243/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.237, alignment/train=0.0773, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.237, alignment/train=0.0773, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 244/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.205, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 245/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 246/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.312, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  52%|█████▏    | 246/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.245, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.245, alignment/train=0.0984, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 247/469 [00:23<00:21, 10.39it/s, v_num=9, loss/train=0.255, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 248/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.255, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 248/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.257, alignment/train=0.0794, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.257, alignment/train=0.0794, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.252, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.252, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  53%|█████▎    | 250/469 [00:24<00:21, 10.41it/s, v_num=9, loss/train=0.260, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▎    | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.260, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▎    | 251/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.243, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▎    | 252/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.243, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▎    | 252/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.247, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.247, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.276, alignment/train=0.0911, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▍    | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.276, alignment/train=0.0911, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▍    | 254/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▍    | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  54%|█████▍    | 255/469 [00:24<00:20, 10.41it/s, v_num=9, loss/train=0.269, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▍    | 256/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.269, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▍    | 256/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▍    | 257/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▍    | 257/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▌    | 258/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.278, alignment/train=0.0711, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▌    | 258/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.245, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▌    | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.245, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▌    | 259/469 [00:24<00:20, 10.43it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▌    | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  55%|█████▌    | 260/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.243, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▌    | 261/469 [00:24<00:19, 10.44it/s, v_num=9, loss/train=0.243, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▌    | 261/469 [00:24<00:19, 10.44it/s, v_num=9, loss/train=0.242, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▌    | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.242, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▌    | 262/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.258, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.258, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.285, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▋    | 264/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.285, alignment/train=0.104, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  56%|█████▋    | 264/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.252, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 265/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.252, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 265/469 [00:25<00:19, 10.46it/s, v_num=9, loss/train=0.236, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.236, alignment/train=0.0936, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 266/469 [00:25<00:19, 10.45it/s, v_num=9, loss/train=0.305, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.305, alignment/train=0.109, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.289, alignment/train=0.107, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 268/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.256, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 269/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.256, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  57%|█████▋    | 269/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 270/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 270/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.259, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.217, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.217, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 272/469 [00:25<00:18, 10.47it/s, v_num=9, loss/train=0.339, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 273/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.339, alignment/train=0.0969, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 273/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.238, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 274/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.238, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  58%|█████▊    | 274/469 [00:26<00:18, 10.48it/s, v_num=9, loss/train=0.284, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▊    | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.284, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▊    | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 276/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.251, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 276/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.251, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.287, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.287, alignment/train=0.0934, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.239, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.239, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  59%|█████▉    | 279/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.283, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|█████▉    | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.283, alignment/train=0.0931, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|█████▉    | 280/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.262, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|█████▉    | 281/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.262, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|█████▉    | 281/469 [00:26<00:17, 10.50it/s, v_num=9, loss/train=0.244, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|██████    | 282/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.244, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|██████    | 282/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|██████    | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  60%|██████    | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.252, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.252, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 284/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.239, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 285/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.239, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 285/469 [00:27<00:17, 10.51it/s, v_num=9, loss/train=0.259, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 286/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.259, alignment/train=0.0852, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 286/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.307, alignment/train=0.0951, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.307, alignment/train=0.0951, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████    | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.301, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████▏   | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.301, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  61%|██████▏   | 288/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.246, alignment/train=0.0903, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.246, alignment/train=0.0903, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.227, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 290/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.227, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 290/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.220, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 291/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.220, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 291/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.251, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 292/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.251, alignment/train=0.0975, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 292/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.370, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.370, alignment/train=0.115, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  62%|██████▏   | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.241, alignment/train=0.0751, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.241, alignment/train=0.0751, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 294/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.262, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 295/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.262, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 295/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.296, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 296/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.296, alignment/train=0.0984, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 296/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.0909, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.0909, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  63%|██████▎   | 297/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.259, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▎   | 298/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.259, alignment/train=0.0856, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▎   | 298/469 [00:28<00:16, 10.52it/s, v_num=9, loss/train=0.284, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.284, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 299/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.249, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.249, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 300/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.248, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.248, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 301/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0733, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.220, alignment/train=0.0733, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  64%|██████▍   | 302/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.265, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▍   | 303/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.265, alignment/train=0.0884, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▍   | 303/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.271, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▍   | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.271, alignment/train=0.107, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▍   | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.240, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▌   | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.240, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▌   | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.308, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▌   | 306/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.308, alignment/train=0.0894, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▌   | 306/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.260, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▌   | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.260, alignment/train=0.0977, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  65%|██████▌   | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.310, alignment/train=0.0935, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▌   | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.310, alignment/train=0.0935, uniformity/train=-3.43, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▌   | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.239, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▌   | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.239, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▌   | 309/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.238, alignment/train=0.0998, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▌   | 310/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.238, alignment/train=0.0998, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▌   | 310/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.231, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▋   | 311/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.231, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  66%|██████▋   | 311/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.229, alignment/train=0.0808, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 312/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.229, alignment/train=0.0808, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 312/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.255, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.255, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.276, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.276, alignment/train=0.0855, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 314/469 [00:29<00:14, 10.56it/s, v_num=9, loss/train=0.240, alignment/train=0.0773, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.240, alignment/train=0.0773, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 316/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  67%|██████▋   | 316/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.251, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.273, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 318/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.273, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 318/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.244, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.244, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 319/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0762, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.232, alignment/train=0.0762, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.239, alignment/train=0.0701, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 321/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.0701, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  68%|██████▊   | 321/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.278, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▊   | 322/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.278, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▊   | 322/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.279, alignment/train=0.0884, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▉   | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.279, alignment/train=0.0884, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▉   | 323/469 [00:30<00:13, 10.57it/s, v_num=9, loss/train=0.282, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▉   | 324/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.282, alignment/train=0.0975, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▉   | 324/469 [00:30<00:13, 10.58it/s, v_num=9, loss/train=0.269, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▉   | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.269, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  69%|██████▉   | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.226, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|██████▉   | 326/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.226, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|██████▉   | 326/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.242, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|██████▉   | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.242, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|██████▉   | 327/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|██████▉   | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|██████▉   | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|███████   | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|███████   | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|███████   | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.267, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  70%|███████   | 330/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 331/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 331/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.209, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 332/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.295, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.295, alignment/train=0.0848, uniformity/train=-3.44, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.259, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.259, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████   | 334/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████▏  | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  71%|███████▏  | 335/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 336/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 336/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 337/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.317, alignment/train=0.103, uniformity/train=-3.43, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 337/469 [00:31<00:12, 10.59it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 338/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0947, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 338/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.282, alignment/train=0.0829, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 339/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.241, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.241, alignment/train=0.0956, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  72%|███████▏  | 340/469 [00:32<00:12, 10.60it/s, v_num=9, loss/train=0.231, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 341/469 [00:32<00:12, 10.61it/s, v_num=9, loss/train=0.231, alignment/train=0.0834, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 341/469 [00:32<00:12, 10.61it/s, v_num=9, loss/train=0.296, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.296, alignment/train=0.0974, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.261, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.261, alignment/train=0.0878, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 343/469 [00:32<00:11, 10.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  73%|███████▎  | 344/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.264, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▎  | 345/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.264, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▎  | 345/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.263, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 346/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.263, alignment/train=0.0852, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 346/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0861, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 347/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.252, alignment/train=0.0861, uniformity/train=-3.43, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 347/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0732, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 348/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0732, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 348/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 349/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  74%|███████▍  | 349/469 [00:32<00:11, 10.61it/s, v_num=9, loss/train=0.252, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▍  | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.252, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▍  | 350/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.290, alignment/train=0.112, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▍  | 351/469 [00:33<00:11, 10.63it/s, v_num=9, loss/train=0.290, alignment/train=0.112, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▍  | 351/469 [00:33<00:11, 10.63it/s, v_num=9, loss/train=0.266, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▌  | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.266, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▌  | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.270, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▌  | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  75%|███████▌  | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.253, alignment/train=0.0715, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▌  | 355/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.253, alignment/train=0.0715, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▌  | 355/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.291, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▌  | 356/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.291, alignment/train=0.091, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▌  | 356/469 [00:33<00:10, 10.61it/s, v_num=9, loss/train=0.227, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▌  | 357/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.227, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▌  | 357/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.273, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▋  | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.273, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  76%|███████▋  | 358/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.235, alignment/train=0.0811, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 359/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.235, alignment/train=0.0811, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 359/469 [00:33<00:10, 10.62it/s, v_num=9, loss/train=0.247, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 360/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.247, alignment/train=0.0917, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 360/469 [00:33<00:10, 10.63it/s, v_num=9, loss/train=0.242, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 361/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.242, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 361/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.269, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 362/469 [00:34<00:10, 10.64it/s, v_num=9, loss/train=0.269, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 362/469 [00:34<00:10, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0977, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 363/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0977, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  77%|███████▋  | 363/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 364/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.239, alignment/train=0.0986, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 366/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.239, alignment/train=0.0986, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 366/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.285, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 367/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.285, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 367/469 [00:34<00:09, 10.63it/s, v_num=9, loss/train=0.263, alignment/train=0.0828, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 368/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.263, alignment/train=0.0828, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  78%|███████▊  | 368/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.268, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▊  | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.268, alignment/train=0.0841, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▊  | 369/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▉  | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▉  | 370/469 [00:34<00:09, 10.64it/s, v_num=9, loss/train=0.237, alignment/train=0.0737, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▉  | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.237, alignment/train=0.0737, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▉  | 371/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.241, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▉  | 372/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.241, alignment/train=0.0798, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  79%|███████▉  | 372/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.259, alignment/train=0.089, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|███████▉  | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.259, alignment/train=0.089, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|███████▉  | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.282, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|███████▉  | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.282, alignment/train=0.0949, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|███████▉  | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.253, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|███████▉  | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.253, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|███████▉  | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.239, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|████████  | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.239, alignment/train=0.0956, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|████████  | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|████████  | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.0881, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  80%|████████  | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.271, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.271, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.234, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 379/469 [00:35<00:08, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 380/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0886, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 380/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0836, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.202, alignment/train=0.0836, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████  | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.0834, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.273, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 383/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.273, alignment/train=0.0981, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 383/469 [00:35<00:08, 10.66it/s, v_num=9, loss/train=0.230, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 384/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.230, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 384/469 [00:36<00:07, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 385/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 387/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.243, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 387/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.268, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 388/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 389/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.259, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.259, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 390/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.269, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 391/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.269, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  83%|████████▎ | 391/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.219, alignment/train=0.0958, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.219, alignment/train=0.0958, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.242, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.242, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 394/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 394/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.261, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.261, alignment/train=0.0922, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.257, alignment/train=0.0871, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0871, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.306, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.306, alignment/train=0.0913, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▍ | 397/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.252, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.252, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.279, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▌ | 400/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.279, alignment/train=0.0878, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  85%|████████▌ | 400/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.224, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 401/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.224, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 401/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.276, alignment/train=0.0832, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.276, alignment/train=0.0832, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 403/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 404/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▌ | 404/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.230, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.230, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  86%|████████▋ | 405/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0977, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.243, alignment/train=0.0977, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 407/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.277, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 409/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.277, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 409/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.277, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 410/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.277, alignment/train=0.0993, uniformity/train=-3.49, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  87%|████████▋ | 410/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.211, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.211, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.273, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.273, alignment/train=0.0983, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 412/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.266, alignment/train=0.0882, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.266, alignment/train=0.0882, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 413/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.238, alignment/train=0.0731, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.238, alignment/train=0.0731, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0767, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0767, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▊ | 416/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.241, alignment/train=0.0735, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▉ | 417/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.241, alignment/train=0.0735, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▉ | 417/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▉ | 418/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.281, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▉ | 419/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.281, alignment/train=0.093, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.232, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.232, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|████████▉ | 421/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.228, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|████████▉ | 421/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.231, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.231, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|████████▉ | 422/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.287, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.287, alignment/train=0.0822, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  90%|█████████ | 424/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.281, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.281, alignment/train=0.086, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████ | 425/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████ | 426/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████ | 426/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████ | 427/469 [00:39<00:03, 10.71it/s, v_num=9, loss/train=0.219, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████ | 427/469 [00:39<00:03, 10.71it/s, v_num=9, loss/train=0.222, alignment/train=0.0978, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.222, alignment/train=0.0978, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  91%|█████████▏| 429/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.271, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.271, alignment/train=0.0982, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 430/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.273, alignment/train=0.0864, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 431/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.273, alignment/train=0.0864, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 431/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 432/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 432/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.297, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.297, alignment/train=0.100, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.241, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 434/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.241, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 434/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.267, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 435/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.267, alignment/train=0.0877, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 435/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.269, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 436/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.269, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 436/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 437/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 437/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.280, alignment/train=0.0993, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.247, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▎| 439/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.247, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▎| 439/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.272, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.272, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.247, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.247, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 441/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.284, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 442/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.284, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 442/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  94%|█████████▍| 443/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.279, alignment/train=0.0712, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▍| 444/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.279, alignment/train=0.0712, uniformity/train=-3.42, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▍| 444/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.246, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▍| 445/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0855, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.296, alignment/train=0.0855, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▌| 446/469 [00:41<00:02, 10.74it/s, v_num=9, loss/train=0.315, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.315, alignment/train=0.0936, uniformity/train=-3.41, contrastive_acc/train=0.977, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  95%|█████████▌| 447/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.220, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.220, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.261, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.261, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.289, alignment/train=0.0989, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.289, alignment/train=0.0989, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.291, alignment/train=0.0809, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.291, alignment/train=0.0809, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▌| 451/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.254, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.254, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  96%|█████████▋| 452/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.292, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 453/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.292, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 453/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.223, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 454/469 [00:42<00:01, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 455/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.252, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 455/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0868, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.240, alignment/train=0.0868, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 456/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.267, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 457/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.267, alignment/train=0.0914, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  97%|█████████▋| 457/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.211, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 458/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.211, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 458/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.295, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.295, alignment/train=0.0918, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 459/469 [00:42<00:00, 10.87it/s, v_num=9, loss/train=0.230, alignment/train=0.0928, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 460/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.230, alignment/train=0.0928, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 460/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.231, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.231, alignment/train=0.0847, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  98%|█████████▊| 461/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.272, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▊| 462/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.272, alignment/train=0.108, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▊| 462/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▊| 463/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▊| 463/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▉| 464/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▉| 464/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.272, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▉| 465/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.272, alignment/train=0.0931, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▉| 465/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.233, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:  99%|█████████▉| 466/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.255, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 467/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.255, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 467/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.244, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 468/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.244, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|█████████▉| 468/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.251, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|██████████| 469/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.251, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|██████████| 469/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.528, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]

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Epoch 8: 100%|██████████| 469/469 [00:48<00:00,  9.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8: 100%|██████████| 469/469 [00:48<00:00,  9.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 8:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   0%|          | 1/469 [00:01<12:49,  0.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0941, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   0%|          | 1/469 [00:01<12:50,  0.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   0%|          | 2/469 [00:01<06:38,  1.17it/s, v_num=9, loss/train=0.232, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   0%|          | 2/469 [00:01<06:38,  1.17it/s, v_num=9, loss/train=0.250, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|          | 3/469 [00:01<04:41,  1.65it/s, v_num=9, loss/train=0.250, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|          | 3/469 [00:01<04:42,  1.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.219, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.289, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|          | 5/469 [00:01<03:00,  2.57it/s, v_num=9, loss/train=0.289, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|          | 5/469 [00:01<03:00,  2.57it/s, v_num=9, loss/train=0.269, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|▏         | 6/469 [00:02<02:47,  2.77it/s, v_num=9, loss/train=0.269, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|▏         | 6/469 [00:02<02:47,  2.77it/s, v_num=9, loss/train=0.249, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|▏         | 7/469 [00:02<02:26,  3.15it/s, v_num=9, loss/train=0.249, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   1%|▏         | 7/469 [00:02<02:26,  3.14it/s, v_num=9, loss/train=0.241, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 8/469 [00:02<02:11,  3.51it/s, v_num=9, loss/train=0.241, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 8/469 [00:02<02:11,  3.50it/s, v_num=9, loss/train=0.278, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.278, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.246, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 10/469 [00:02<01:51,  4.11it/s, v_num=9, loss/train=0.246, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 10/469 [00:02<01:51,  4.10it/s, v_num=9, loss/train=0.243, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 11/469 [00:02<01:44,  4.37it/s, v_num=9, loss/train=0.243, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   2%|▏         | 11/469 [00:02<01:44,  4.37it/s, v_num=9, loss/train=0.311, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 12/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.311, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 12/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.259, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 13/469 [00:02<01:36,  4.71it/s, v_num=9, loss/train=0.259, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 13/469 [00:02<01:36,  4.71it/s, v_num=9, loss/train=0.261, alignment/train=0.0846, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 14/469 [00:02<01:31,  4.97it/s, v_num=9, loss/train=0.261, alignment/train=0.0846, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 14/469 [00:02<01:31,  4.97it/s, v_num=9, loss/train=0.261, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 15/469 [00:02<01:27,  5.22it/s, v_num=9, loss/train=0.261, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 15/469 [00:02<01:27,  5.22it/s, v_num=9, loss/train=0.260, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 16/469 [00:03<01:26,  5.23it/s, v_num=9, loss/train=0.260, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   3%|▎         | 16/469 [00:03<01:26,  5.23it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.259, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▎         | 17/469 [00:03<01:23,  5.44it/s, v_num=9, loss/train=0.253, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 18/469 [00:03<01:19,  5.66it/s, v_num=9, loss/train=0.253, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 18/469 [00:03<01:19,  5.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 19/469 [00:03<01:16,  5.87it/s, v_num=9, loss/train=0.217, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 19/469 [00:03<01:16,  5.87it/s, v_num=9, loss/train=0.279, alignment/train=0.0869, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 20/469 [00:03<01:14,  6.05it/s, v_num=9, loss/train=0.279, alignment/train=0.0869, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 20/469 [00:03<01:14,  6.05it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 21/469 [00:03<01:14,  6.05it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   4%|▍         | 21/469 [00:03<01:14,  6.05it/s, v_num=9, loss/train=0.261, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▍         | 22/469 [00:03<01:12,  6.20it/s, v_num=9, loss/train=0.261, alignment/train=0.0908, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▍         | 22/469 [00:03<01:12,  6.20it/s, v_num=9, loss/train=0.224, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.224, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.219, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▌         | 24/469 [00:03<01:09,  6.43it/s, v_num=9, loss/train=0.219, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▌         | 24/469 [00:03<01:09,  6.43it/s, v_num=9, loss/train=0.250, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▌         | 25/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.250, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   5%|▌         | 25/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.254, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 26/469 [00:03<01:06,  6.68it/s, v_num=9, loss/train=0.254, alignment/train=0.0876, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 26/469 [00:03<01:06,  6.67it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 27/469 [00:04<01:05,  6.73it/s, v_num=9, loss/train=0.270, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 27/469 [00:04<01:05,  6.73it/s, v_num=9, loss/train=0.243, alignment/train=0.0823, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 28/469 [00:04<01:04,  6.82it/s, v_num=9, loss/train=0.243, alignment/train=0.0823, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 28/469 [00:04<01:04,  6.82it/s, v_num=9, loss/train=0.241, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 29/469 [00:04<01:03,  6.97it/s, v_num=9, loss/train=0.241, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▌         | 29/469 [00:04<01:03,  6.97it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▋         | 30/469 [00:04<01:02,  7.03it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   6%|▋         | 30/469 [00:04<01:02,  7.02it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 31/469 [00:04<01:01,  7.08it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 31/469 [00:04<01:01,  7.08it/s, v_num=9, loss/train=0.250, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 32/469 [00:04<01:00,  7.21it/s, v_num=9, loss/train=0.250, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 32/469 [00:04<01:00,  7.21it/s, v_num=9, loss/train=0.295, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 33/469 [00:04<00:59,  7.28it/s, v_num=9, loss/train=0.295, alignment/train=0.0901, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 33/469 [00:04<00:59,  7.28it/s, v_num=9, loss/train=0.256, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 34/469 [00:04<00:59,  7.29it/s, v_num=9, loss/train=0.256, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 34/469 [00:04<00:59,  7.29it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 35/469 [00:04<00:58,  7.37it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   7%|▋         | 35/469 [00:04<00:58,  7.37it/s, v_num=9, loss/train=0.296, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 36/469 [00:04<00:57,  7.49it/s, v_num=9, loss/train=0.296, alignment/train=0.0959, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 36/469 [00:04<00:57,  7.49it/s, v_num=9, loss/train=0.244, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 37/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0938, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 37/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 38/469 [00:05<00:56,  7.58it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 38/469 [00:05<00:56,  7.58it/s, v_num=9, loss/train=0.216, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 39/469 [00:05<00:56,  7.67it/s, v_num=9, loss/train=0.216, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   8%|▊         | 39/469 [00:05<00:56,  7.67it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▊         | 40/469 [00:05<00:55,  7.78it/s, v_num=9, loss/train=0.247, alignment/train=0.0941, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▊         | 40/469 [00:05<00:55,  7.78it/s, v_num=9, loss/train=0.229, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▊         | 41/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.229, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▊         | 41/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.261, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▉         | 42/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.261, alignment/train=0.0889, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▉         | 42/469 [00:05<00:53,  7.94it/s, v_num=9, loss/train=0.302, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▉         | 43/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.302, alignment/train=0.107, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▉         | 43/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.250, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▉         | 44/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.250, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:   9%|▉         | 44/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|▉         | 45/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.277, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|▉         | 45/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.216, alignment/train=0.077, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|▉         | 46/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.216, alignment/train=0.077, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|▉         | 46/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.258, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|█         | 47/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.258, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|█         | 47/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.221, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|█         | 48/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.221, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|█         | 48/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.217, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|█         | 49/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.217, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  10%|█         | 49/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.269, alignment/train=0.075, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█         | 50/469 [00:06<00:50,  8.28it/s, v_num=9, loss/train=0.269, alignment/train=0.075, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█         | 50/469 [00:06<00:50,  8.28it/s, v_num=9, loss/train=0.229, alignment/train=0.0807, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█         | 51/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.229, alignment/train=0.0807, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█         | 51/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.249, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█         | 52/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.249, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█         | 52/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.238, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█▏        | 53/469 [00:06<00:50,  8.31it/s, v_num=9, loss/train=0.238, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  11%|█▏        | 53/469 [00:06<00:50,  8.31it/s, v_num=9, loss/train=0.282, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 54/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.282, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 54/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.241, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 55/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.241, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 55/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.259, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 56/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.259, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 56/469 [00:06<00:48,  8.44it/s, v_num=9, loss/train=0.240, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 57/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.240, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 57/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.270, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 58/469 [00:06<00:47,  8.59it/s, v_num=9, loss/train=0.270, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  12%|█▏        | 58/469 [00:06<00:47,  8.59it/s, v_num=9, loss/train=0.267, alignment/train=0.0784, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 59/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.267, alignment/train=0.0784, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 59/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.269, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 60/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 60/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.259, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 61/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.259, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 61/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.232, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 62/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.232, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 62/469 [00:07<00:46,  8.72it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 63/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.313, alignment/train=0.0965, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  13%|█▎        | 63/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.225, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▎        | 64/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.225, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▎        | 64/469 [00:07<00:46,  8.69it/s, v_num=9, loss/train=0.223, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 65/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.223, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 65/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.295, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 66/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.295, alignment/train=0.0863, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 66/469 [00:07<00:45,  8.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 67/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 67/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 68/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  14%|█▍        | 68/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.262, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▍        | 69/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.262, alignment/train=0.0798, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▍        | 69/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▍        | 70/469 [00:07<00:44,  8.91it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▍        | 70/469 [00:07<00:44,  8.91it/s, v_num=9, loss/train=0.234, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▌        | 71/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.234, alignment/train=0.0815, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▌        | 71/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.202, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.202, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.251, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 73/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.251, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 73/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.228, alignment/train=0.0789, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 74/469 [00:08<00:43,  9.00it/s, v_num=9, loss/train=0.228, alignment/train=0.0789, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 74/469 [00:08<00:43,  8.99it/s, v_num=9, loss/train=0.249, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 75/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.249, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 75/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.282, alignment/train=0.096, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 76/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.282, alignment/train=0.096, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▌        | 76/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.253, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▋        | 77/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.253, alignment/train=0.0874, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  16%|█▋        | 77/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.215, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 78/469 [00:08<00:42,  9.11it/s, v_num=9, loss/train=0.215, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 78/469 [00:08<00:42,  9.11it/s, v_num=9, loss/train=0.247, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 79/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.247, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 79/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.236, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 80/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.236, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 80/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.258, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 81/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.258, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 81/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.240, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 82/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.240, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  17%|█▋        | 82/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 83/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.252, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 83/469 [00:09<00:41,  9.19it/s, v_num=9, loss/train=0.243, alignment/train=0.0959, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 84/469 [00:09<00:41,  9.22it/s, v_num=9, loss/train=0.243, alignment/train=0.0959, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 84/469 [00:09<00:41,  9.22it/s, v_num=9, loss/train=0.215, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 85/469 [00:09<00:41,  9.22it/s, v_num=9, loss/train=0.215, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 85/469 [00:09<00:41,  9.22it/s, v_num=9, loss/train=0.235, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 86/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.235, alignment/train=0.0825, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  18%|█▊        | 86/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▊        | 87/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▊        | 87/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 88/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 88/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.244, alignment/train=0.0926, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 89/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.244, alignment/train=0.0926, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 89/469 [00:09<00:40,  9.30it/s, v_num=9, loss/train=0.238, alignment/train=0.0956, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 90/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.238, alignment/train=0.0956, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 90/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 91/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  19%|█▉        | 91/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.228, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|█▉        | 92/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.228, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|█▉        | 92/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.317, alignment/train=0.105, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.286, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|██        | 94/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.286, alignment/train=0.0988, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|██        | 94/469 [00:10<00:39,  9.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|██        | 95/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|██        | 95/469 [00:10<00:39,  9.40it/s, v_num=9, loss/train=0.231, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|██        | 96/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.231, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  20%|██        | 96/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.205, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██        | 97/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.205, alignment/train=0.0762, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██        | 97/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██        | 98/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.222, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██        | 98/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.253, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██        | 99/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.253, alignment/train=0.095, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██        | 99/469 [00:10<00:38,  9.49it/s, v_num=9, loss/train=0.268, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██▏       | 100/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.268, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  21%|██▏       | 100/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 101/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 101/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 102/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.278, alignment/train=0.105, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 102/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.254, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 103/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.254, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 103/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.242, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 104/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.242, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 104/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.221, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 105/469 [00:10<00:37,  9.60it/s, v_num=9, loss/train=0.221, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  22%|██▏       | 105/469 [00:10<00:37,  9.60it/s, v_num=9, loss/train=0.249, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 106/469 [00:11<00:38,  9.54it/s, v_num=9, loss/train=0.249, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 106/469 [00:11<00:38,  9.54it/s, v_num=9, loss/train=0.271, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 107/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.271, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 107/469 [00:11<00:37,  9.58it/s, v_num=9, loss/train=0.225, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 108/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.225, alignment/train=0.0916, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 108/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 109/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 109/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.235, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 110/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.235, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  23%|██▎       | 110/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0707, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▎       | 111/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0707, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▎       | 111/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.263, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▍       | 112/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.263, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▍       | 112/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▍       | 113/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.251, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▍       | 113/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▍       | 114/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  24%|██▍       | 114/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▍       | 115/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0936, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▍       | 115/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.229, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▍       | 116/469 [00:12<00:36,  9.66it/s, v_num=9, loss/train=0.229, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▍       | 116/469 [00:12<00:36,  9.66it/s, v_num=9, loss/train=0.263, alignment/train=0.0813, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▍       | 117/469 [00:12<00:36,  9.70it/s, v_num=9, loss/train=0.263, alignment/train=0.0813, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▍       | 117/469 [00:12<00:36,  9.70it/s, v_num=9, loss/train=0.250, alignment/train=0.0802, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▌       | 118/469 [00:12<00:36,  9.74it/s, v_num=9, loss/train=0.250, alignment/train=0.0802, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▌       | 118/469 [00:12<00:36,  9.74it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▌       | 119/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.284, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  25%|██▌       | 119/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.241, alignment/train=0.105, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 120/469 [00:12<00:35,  9.71it/s, v_num=9, loss/train=0.241, alignment/train=0.105, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 120/469 [00:12<00:35,  9.71it/s, v_num=9, loss/train=0.265, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 121/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.265, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 121/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 122/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 122/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.218, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 123/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.218, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▌       | 123/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▋       | 124/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  26%|██▋       | 124/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 125/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 125/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 126/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.227, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 126/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.237, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 127/469 [00:12<00:34,  9.77it/s, v_num=9, loss/train=0.237, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 127/469 [00:12<00:34,  9.77it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 128/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.278, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  27%|██▋       | 128/469 [00:13<00:34,  9.79it/s, v_num=9, loss/train=0.247, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 129/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.247, alignment/train=0.0944, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 129/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 130/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.190, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 130/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.251, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 131/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.251, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 131/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.251, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 132/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.251, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 132/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.217, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 133/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.217, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  28%|██▊       | 133/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▊       | 134/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▊       | 134/469 [00:13<00:33,  9.85it/s, v_num=9, loss/train=0.224, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 135/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.224, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 135/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.236, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 136/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.236, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 136/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.240, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 137/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.240, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 137/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.227, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 138/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.227, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  29%|██▉       | 138/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|██▉       | 139/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.280, alignment/train=0.0943, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|██▉       | 139/469 [00:14<00:33,  9.89it/s, v_num=9, loss/train=0.225, alignment/train=0.0774, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|██▉       | 140/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.225, alignment/train=0.0774, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|██▉       | 140/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.238, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|███       | 141/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|███       | 141/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|███       | 142/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.263, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|███       | 142/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.225, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|███       | 143/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.225, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  30%|███       | 143/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.220, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███       | 144/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.220, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███       | 144/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███       | 145/469 [00:14<00:32,  9.96it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███       | 145/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.227, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███       | 146/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.227, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███       | 146/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███▏      | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  31%|███▏      | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.250, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 148/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.250, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 148/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.228, alignment/train=0.073, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 149/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.228, alignment/train=0.073, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 149/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.260, alignment/train=0.0796, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 150/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.260, alignment/train=0.0796, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 150/469 [00:15<00:31,  9.98it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 151/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 151/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.259, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 152/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.259, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  32%|███▏      | 152/469 [00:15<00:31, 10.00it/s, v_num=9, loss/train=0.223, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 153/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.223, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 153/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 154/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.223, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 156/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.223, alignment/train=0.096, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 156/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.251, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.251, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  33%|███▎      | 157/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.278, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▎      | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.278, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▎      | 158/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.214, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▍      | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.214, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▍      | 159/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.282, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▍      | 160/469 [00:15<00:30, 10.06it/s, v_num=9, loss/train=0.282, alignment/train=0.105, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▍      | 160/469 [00:15<00:30, 10.06it/s, v_num=9, loss/train=0.223, alignment/train=0.0726, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▍      | 161/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.223, alignment/train=0.0726, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  34%|███▍      | 161/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.201, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▍      | 162/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.201, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▍      | 162/469 [00:16<00:30, 10.06it/s, v_num=9, loss/train=0.216, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▍      | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.216, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▍      | 163/469 [00:16<00:30, 10.07it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▍      | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▍      | 164/469 [00:16<00:30, 10.09it/s, v_num=9, loss/train=0.254, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▌      | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.254, alignment/train=0.0976, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▌      | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▌      | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.236, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  35%|███▌      | 166/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.287, alignment/train=0.0758, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.287, alignment/train=0.0758, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 168/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 168/469 [00:16<00:29, 10.09it/s, v_num=9, loss/train=0.218, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 169/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.218, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 169/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.215, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 170/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.215, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▌      | 170/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.258, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▋      | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.258, alignment/train=0.0893, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  36%|███▋      | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.294, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 172/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.294, alignment/train=0.100, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 172/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.220, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.220, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 175/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.262, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  37%|███▋      | 175/469 [00:17<00:28, 10.15it/s, v_num=9, loss/train=0.261, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.261, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.223, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.223, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.333, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 178/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.333, alignment/train=0.104, uniformity/train=-3.45, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 178/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.216, alignment/train=0.0735, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 179/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.216, alignment/train=0.0735, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 179/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.203, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 180/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  38%|███▊      | 180/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.232, alignment/train=0.0746, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▊      | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.232, alignment/train=0.0746, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▊      | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.275, alignment/train=0.0961, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 182/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.275, alignment/train=0.0961, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 182/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.269, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.269, alignment/train=0.083, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 185/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  39%|███▉      | 185/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.231, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|███▉      | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.231, alignment/train=0.0924, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|███▉      | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|███▉      | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.226, alignment/train=0.0929, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|███▉      | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.269, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|████      | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.269, alignment/train=0.0875, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|████      | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.252, alignment/train=0.0897, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|████      | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.252, alignment/train=0.0897, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  40%|████      | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.257, alignment/train=0.0852, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 192/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.303, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 192/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.257, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.257, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████      | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████▏     | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.237, alignment/train=0.0879, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  41%|████▏     | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.192, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.192, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.253, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 196/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.253, alignment/train=0.0888, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 196/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 197/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.285, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.285, alignment/train=0.0967, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 198/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.227, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.227, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  42%|████▏     | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.234, alignment/train=0.0703, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.234, alignment/train=0.0703, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.250, alignment/train=0.0988, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.250, alignment/train=0.0988, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.256, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.256, alignment/train=0.0857, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.207, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.207, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  43%|████▎     | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.257, alignment/train=0.097, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▎     | 205/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.257, alignment/train=0.097, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▎     | 205/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.207, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▍     | 206/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.207, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▍     | 206/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.222, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▍     | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.222, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▍     | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.259, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.259, alignment/train=0.0951, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.215, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▍     | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.215, alignment/train=0.0862, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▍     | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▍     | 210/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▍     | 210/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▍     | 211/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▍     | 211/469 [00:20<00:24, 10.32it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▌     | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▌     | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▌     | 213/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.238, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  45%|████▌     | 213/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.255, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▌     | 214/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.255, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▌     | 214/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▌     | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▌     | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.284, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▌     | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.284, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▌     | 216/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.219, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▋     | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.219, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▋     | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.267, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▋     | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.267, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  46%|████▋     | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.227, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 219/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.227, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 219/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.234, alignment/train=0.0909, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.241, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 221/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.241, alignment/train=0.087, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 221/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.302, alignment/train=0.122, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.302, alignment/train=0.122, uniformity/train=-3.51, contrastive_acc/train=0.977, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  47%|████▋     | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.234, alignment/train=0.0766, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 223/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.234, alignment/train=0.0766, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 223/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.246, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 224/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.246, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 224/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 225/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 225/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.242, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.242, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.241, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.241, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  48%|████▊     | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.231, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▊     | 228/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.231, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▊     | 228/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.224, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.224, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 229/469 [00:22<00:23, 10.39it/s, v_num=9, loss/train=0.244, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 230/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.244, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 230/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.266, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 231/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.266, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 231/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.263, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.263, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  49%|████▉     | 232/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.232, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|████▉     | 233/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.232, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|████▉     | 233/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|████▉     | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.274, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|████▉     | 234/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|█████     | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|█████     | 235/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.265, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|█████     | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.265, alignment/train=0.0973, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  50%|█████     | 236/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.235, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.235, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 237/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.259, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.259, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.215, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 239/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.215, alignment/train=0.0898, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 239/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.251, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 240/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.251, alignment/train=0.0955, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████     | 240/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.267, alignment/train=0.0986, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████▏    | 241/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.267, alignment/train=0.0986, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  51%|█████▏    | 241/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.236, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.236, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 242/469 [00:23<00:21, 10.40it/s, v_num=9, loss/train=0.254, alignment/train=0.099, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.254, alignment/train=0.099, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 243/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.229, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.229, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.224, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.224, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 246/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  52%|█████▏    | 246/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.266, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.266, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.243, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.243, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 248/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.260, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 249/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.260, alignment/train=0.0929, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 249/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.231, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.231, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  53%|█████▎    | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.233, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▎    | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.233, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▎    | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.231, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▎    | 252/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.231, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▎    | 252/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.243, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▍    | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.243, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▍    | 253/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.200, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▍    | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.200, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▍    | 254/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▍    | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  54%|█████▍    | 255/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.264, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▍    | 256/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.264, alignment/train=0.092, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▍    | 256/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▍    | 257/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▍    | 257/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.263, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▌    | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.263, alignment/train=0.0951, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▌    | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.225, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▌    | 259/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.225, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▌    | 259/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▌    | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  55%|█████▌    | 260/469 [00:24<00:19, 10.47it/s, v_num=9, loss/train=0.218, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▌    | 261/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.218, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▌    | 261/469 [00:24<00:19, 10.48it/s, v_num=9, loss/train=0.252, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▌    | 262/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.252, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▌    | 262/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.249, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.249, alignment/train=0.0891, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.234, alignment/train=0.0818, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▋    | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.234, alignment/train=0.0818, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  56%|█████▋    | 264/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.288, alignment/train=0.0988, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.230, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.230, alignment/train=0.0831, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.266, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 267/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.266, alignment/train=0.0963, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 267/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.220, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 268/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 268/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.243, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  57%|█████▋    | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.240, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.240, alignment/train=0.0885, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 271/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.223, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 271/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.249, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.239, alignment/train=0.0862, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 273/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.239, alignment/train=0.0862, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 273/469 [00:25<00:18, 10.52it/s, v_num=9, loss/train=0.250, alignment/train=0.106, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.250, alignment/train=0.106, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.205, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▊    | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.205, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▊    | 275/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 276/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.260, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 276/469 [00:26<00:18, 10.51it/s, v_num=9, loss/train=0.217, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.217, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.275, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.299, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 279/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.299, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  59%|█████▉    | 279/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.223, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|█████▉    | 281/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|█████▉    | 281/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.243, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|██████    | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.243, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|██████    | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.273, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|██████    | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.273, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  60%|██████    | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.296, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.296, alignment/train=0.0944, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.280, alignment/train=0.098, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.280, alignment/train=0.098, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.237, alignment/train=0.0791, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.237, alignment/train=0.0791, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 287/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.198, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████    | 287/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.219, alignment/train=0.111, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████▏   | 288/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.219, alignment/train=0.111, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  61%|██████▏   | 288/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.274, alignment/train=0.111, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 289/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.266, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 291/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.252, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.252, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.239, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  62%|██████▏   | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.251, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.251, alignment/train=0.0887, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.256, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 295/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 296/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.243, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 296/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  63%|██████▎   | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.277, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▎   | 298/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.277, alignment/train=0.0858, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▎   | 298/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.237, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 299/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.237, alignment/train=0.0937, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 299/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 300/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 300/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.256, alignment/train=0.0865, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 301/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.256, alignment/train=0.0865, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 301/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.229, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.229, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  64%|██████▍   | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.251, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▍   | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.251, alignment/train=0.0979, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▍   | 303/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.314, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▍   | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.314, alignment/train=0.102, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▍   | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▌   | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▌   | 305/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.226, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▌   | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.226, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▌   | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.194, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▌   | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.194, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  65%|██████▌   | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.236, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▌   | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.236, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▌   | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.260, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▌   | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.260, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▌   | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.232, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▌   | 310/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0848, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▌   | 310/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.249, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▋   | 311/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.249, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  66%|██████▋   | 311/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.238, alignment/train=0.091, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.238, alignment/train=0.091, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.249, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.249, alignment/train=0.0897, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.252, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 314/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.252, alignment/train=0.0909, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 314/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.283, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.283, alignment/train=0.0966, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 315/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  67%|██████▋   | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.273, alignment/train=0.0914, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.273, alignment/train=0.0914, uniformity/train=-3.42, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.235, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 318/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.235, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 318/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.269, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.269, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.225, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 320/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.225, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 320/469 [00:30<00:14, 10.60it/s, v_num=9, loss/train=0.248, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 321/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.248, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  68%|██████▊   | 321/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▊   | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▊   | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.240, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▉   | 323/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.240, alignment/train=0.0867, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▉   | 323/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.256, alignment/train=0.0889, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▉   | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.256, alignment/train=0.0889, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▉   | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▉   | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  69%|██████▉   | 325/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.107, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|██████▉   | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.107, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|██████▉   | 326/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.245, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|██████▉   | 327/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.245, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|██████▉   | 327/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|██████▉   | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|██████▉   | 328/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.291, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.291, alignment/train=0.0857, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.233, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|███████   | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.233, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  70%|███████   | 330/469 [00:31<00:13, 10.63it/s, v_num=9, loss/train=0.261, alignment/train=0.0917, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 331/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.261, alignment/train=0.0917, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 331/469 [00:31<00:13, 10.59it/s, v_num=9, loss/train=0.244, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.244, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 332/469 [00:31<00:12, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0921, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 333/469 [00:31<00:12, 10.61it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████   | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.248, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████▏  | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  71%|███████▏  | 335/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.248, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.215, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.235, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 339/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.235, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 339/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  72%|███████▏  | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.241, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.241, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.225, alignment/train=0.077, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 342/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.225, alignment/train=0.077, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 342/469 [00:32<00:11, 10.62it/s, v_num=9, loss/train=0.244, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 343/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.244, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 343/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.217, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.217, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  73%|███████▎  | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.227, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▎  | 345/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.227, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▎  | 345/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.257, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.257, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.229, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.231, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 349/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.231, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  74%|███████▍  | 349/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0993, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▍  | 350/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0993, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▍  | 350/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▍  | 351/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▍  | 351/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.078, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▌  | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.078, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▌  | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▌  | 353/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.239, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▌  | 354/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.239, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  75%|███████▌  | 354/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0916, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▌  | 355/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0916, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▌  | 355/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.245, alignment/train=0.081, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▌  | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.245, alignment/train=0.081, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▌  | 356/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.219, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▌  | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.219, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▌  | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▋  | 358/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  76%|███████▋  | 358/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.227, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 359/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.227, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 359/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.252, alignment/train=0.0994, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.219, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 361/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 362/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 362/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 363/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0936, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  77%|███████▋  | 363/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 364/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 364/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.234, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 365/469 [00:34<00:09, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 366/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.233, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 367/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.233, alignment/train=0.0857, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 367/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 368/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  78%|███████▊  | 368/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.196, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▊  | 369/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.196, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▊  | 369/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▉  | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0952, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▉  | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.243, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▉  | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.243, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▉  | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.224, alignment/train=0.0942, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▉  | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.224, alignment/train=0.0942, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  79%|███████▉  | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.207, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.207, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|███████▉  | 373/469 [00:34<00:08, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|███████▉  | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|███████▉  | 374/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.233, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|███████▉  | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.233, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|███████▉  | 375/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|████████  | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.257, alignment/train=0.0876, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|████████  | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.215, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|████████  | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.215, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  80%|████████  | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.237, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 378/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 379/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 380/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0987, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████  | 381/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0861, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  81%|████████▏ | 382/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 383/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0945, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 383/469 [00:35<00:08, 10.67it/s, v_num=9, loss/train=0.226, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 384/469 [00:35<00:07, 10.68it/s, v_num=9, loss/train=0.226, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 384/469 [00:35<00:07, 10.67it/s, v_num=9, loss/train=0.247, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 385/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0899, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 385/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  82%|████████▏ | 386/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 387/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 388/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.238, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 388/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.236, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 389/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.236, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 389/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 391/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.257, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  83%|████████▎ | 391/469 [00:36<00:07, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▎ | 392/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 393/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.255, alignment/train=0.0961, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.255, alignment/train=0.0961, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 394/469 [00:36<00:07, 10.68it/s, v_num=9, loss/train=0.281, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 395/469 [00:36<00:06, 10.68it/s, v_num=9, loss/train=0.281, alignment/train=0.0904, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 395/469 [00:36<00:06, 10.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.256, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  84%|████████▍ | 396/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.227, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▍ | 397/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.227, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▍ | 397/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.248, alignment/train=0.0971, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.248, alignment/train=0.0971, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▍ | 398/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.235, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.235, alignment/train=0.0968, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▌ | 399/469 [00:37<00:06, 10.68it/s, v_num=9, loss/train=0.234, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▌ | 400/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.234, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  85%|████████▌ | 400/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.250, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 401/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.250, alignment/train=0.0879, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 401/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.251, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.251, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 402/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.245, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 403/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.245, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 403/469 [00:37<00:06, 10.69it/s, v_num=9, loss/train=0.314, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 404/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.314, alignment/train=0.110, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▌ | 404/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.248, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.248, alignment/train=0.0902, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.223, alignment/train=0.0878, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.223, alignment/train=0.0878, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 406/469 [00:37<00:05, 10.69it/s, v_num=9, loss/train=0.255, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 407/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.255, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 407/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.0933, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.0933, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 408/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.226, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 409/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  87%|████████▋ | 410/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.269, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.269, alignment/train=0.0884, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 411/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 412/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.090, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 412/469 [00:38<00:05, 10.69it/s, v_num=9, loss/train=0.225, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 413/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.225, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 413/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 414/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  88%|████████▊ | 415/469 [00:38<00:05, 10.70it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▊ | 416/469 [00:38<00:04, 10.70it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▊ | 416/469 [00:38<00:04, 10.70it/s, v_num=9, loss/train=0.257, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.257, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▉ | 417/469 [00:38<00:04, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▉ | 418/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▉ | 418/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  89%|████████▉ | 419/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.257, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.257, alignment/train=0.0926, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|████████▉ | 420/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|████████▉ | 421/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|████████▉ | 421/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|████████▉ | 422/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|████████▉ | 422/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.230, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|█████████ | 423/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.285, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.285, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  90%|█████████ | 424/469 [00:39<00:04, 10.69it/s, v_num=9, loss/train=0.203, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████ | 425/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.203, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████ | 425/469 [00:39<00:04, 10.70it/s, v_num=9, loss/train=0.254, alignment/train=0.088, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████ | 426/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.254, alignment/train=0.088, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████ | 426/469 [00:39<00:04, 10.71it/s, v_num=9, loss/train=0.275, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0991, uniformity/train=-3.48, contrastive_acc/train=0.980, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████ | 427/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.275, alignment/train=0.0873, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████▏| 428/469 [00:39<00:03, 10.72it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.247, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  91%|█████████▏| 429/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 430/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 430/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.273, alignment/train=0.0797, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.273, alignment/train=0.0797, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 431/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 432/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.256, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.256, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  92%|█████████▏| 433/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 434/469 [00:40<00:03, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 435/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.211, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 435/469 [00:40<00:03, 10.71it/s, v_num=9, loss/train=0.225, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 436/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 436/469 [00:40<00:03, 10.72it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.244, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 437/469 [00:40<00:02, 10.73it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  93%|█████████▎| 438/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▎| 439/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.218, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▎| 439/469 [00:40<00:02, 10.72it/s, v_num=9, loss/train=0.242, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.242, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 440/469 [00:41<00:02, 10.71it/s, v_num=9, loss/train=0.235, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.235, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 441/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.235, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.235, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 442/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.264, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.264, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  94%|█████████▍| 443/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0872, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0872, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▍| 444/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.260, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▍| 445/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.260, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▍| 445/469 [00:41<00:02, 10.73it/s, v_num=9, loss/train=0.239, alignment/train=0.0959, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.239, alignment/train=0.0959, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▌| 446/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▌| 447/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  95%|█████████▌| 447/469 [00:41<00:02, 10.72it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 448/469 [00:41<00:01, 10.73it/s, v_num=9, loss/train=0.270, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.270, alignment/train=0.0823, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 449/469 [00:41<00:01, 10.74it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 450/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 451/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▌| 451/469 [00:41<00:01, 10.75it/s, v_num=9, loss/train=0.239, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▋| 452/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.239, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  96%|█████████▋| 452/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 453/469 [00:42<00:01, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 454/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 454/469 [00:42<00:01, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.199, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 455/469 [00:42<00:01, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 456/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.210, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 456/469 [00:42<00:01, 10.82it/s, v_num=9, loss/train=0.238, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 457/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.238, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  97%|█████████▋| 457/469 [00:42<00:01, 10.83it/s, v_num=9, loss/train=0.238, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 458/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.238, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 458/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.200, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 459/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.200, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 459/469 [00:42<00:00, 10.86it/s, v_num=9, loss/train=0.246, alignment/train=0.0972, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.246, alignment/train=0.0972, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 460/469 [00:42<00:00, 10.88it/s, v_num=9, loss/train=0.198, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 461/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.198, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  98%|█████████▊| 461/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.241, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▊| 462/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.241, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▊| 462/469 [00:42<00:00, 10.90it/s, v_num=9, loss/train=0.251, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.251, alignment/train=0.0832, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▊| 463/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.222, alignment/train=0.0975, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▉| 464/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.222, alignment/train=0.0975, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▉| 464/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.246, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.246, alignment/train=0.0783, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▉| 465/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.274, alignment/train=0.0849, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▉| 466/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.274, alignment/train=0.0849, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9:  99%|█████████▉| 466/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.234, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 467/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.230, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.230, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|█████████▉| 468/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.221, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]
Epoch 9: 100%|██████████| 469/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.487, alignment/val=0.0895, uniformity/val=-3.55, contrastive_acc/val=0.901]

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Epoch 9: 100%|██████████| 469/469 [00:49<00:00,  9.43it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 9: 100%|██████████| 469/469 [00:49<00:00,  9.43it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 9:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   0%|          | 1/469 [00:01<12:46,  0.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0968, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   0%|          | 1/469 [00:01<12:46,  0.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   0%|          | 2/469 [00:01<06:35,  1.18it/s, v_num=9, loss/train=0.217, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   0%|          | 2/469 [00:01<06:36,  1.18it/s, v_num=9, loss/train=0.229, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|          | 3/469 [00:01<04:40,  1.66it/s, v_num=9, loss/train=0.229, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|          | 3/469 [00:01<04:40,  1.66it/s, v_num=9, loss/train=0.292, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|          | 4/469 [00:01<03:48,  2.03it/s, v_num=9, loss/train=0.292, alignment/train=0.100, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|          | 4/469 [00:01<03:48,  2.03it/s, v_num=9, loss/train=0.242, alignment/train=0.0915, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|          | 5/469 [00:02<03:07,  2.47it/s, v_num=9, loss/train=0.242, alignment/train=0.0915, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|          | 5/469 [00:02<03:07,  2.47it/s, v_num=9, loss/train=0.230, alignment/train=0.0962, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|▏         | 6/469 [00:02<02:40,  2.89it/s, v_num=9, loss/train=0.230, alignment/train=0.0962, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.254, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|▏         | 7/469 [00:02<02:23,  3.21it/s, v_num=9, loss/train=0.254, alignment/train=0.0877, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   1%|▏         | 7/469 [00:02<02:23,  3.21it/s, v_num=9, loss/train=0.212, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 8/469 [00:02<02:13,  3.45it/s, v_num=9, loss/train=0.212, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 8/469 [00:02<02:13,  3.45it/s, v_num=9, loss/train=0.259, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.259, alignment/train=0.0802, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 9/469 [00:02<02:01,  3.78it/s, v_num=9, loss/train=0.225, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 10/469 [00:02<01:51,  4.10it/s, v_num=9, loss/train=0.225, alignment/train=0.0829, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 10/469 [00:02<01:51,  4.10it/s, v_num=9, loss/train=0.262, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 11/469 [00:02<01:44,  4.39it/s, v_num=9, loss/train=0.262, alignment/train=0.0923, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   2%|▏         | 11/469 [00:02<01:44,  4.38it/s, v_num=9, loss/train=0.249, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 12/469 [00:02<01:38,  4.65it/s, v_num=9, loss/train=0.249, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 12/469 [00:02<01:38,  4.65it/s, v_num=9, loss/train=0.230, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 13/469 [00:02<01:33,  4.87it/s, v_num=9, loss/train=0.230, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 13/469 [00:02<01:33,  4.87it/s, v_num=9, loss/train=0.242, alignment/train=0.0831, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 14/469 [00:02<01:29,  5.11it/s, v_num=9, loss/train=0.242, alignment/train=0.0831, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 14/469 [00:02<01:29,  5.11it/s, v_num=9, loss/train=0.255, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 15/469 [00:02<01:26,  5.23it/s, v_num=9, loss/train=0.255, alignment/train=0.0775, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 15/469 [00:02<01:26,  5.23it/s, v_num=9, loss/train=0.279, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.279, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.213, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▎         | 17/469 [00:03<01:21,  5.57it/s, v_num=9, loss/train=0.213, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▎         | 17/469 [00:03<01:21,  5.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 18/469 [00:03<01:19,  5.70it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 18/469 [00:03<01:19,  5.70it/s, v_num=9, loss/train=0.221, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.221, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.225, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 20/469 [00:03<01:15,  5.97it/s, v_num=9, loss/train=0.225, alignment/train=0.0895, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 20/469 [00:03<01:15,  5.97it/s, v_num=9, loss/train=0.203, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 21/469 [00:03<01:12,  6.14it/s, v_num=9, loss/train=0.203, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   4%|▍         | 21/469 [00:03<01:12,  6.14it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▍         | 22/469 [00:03<01:10,  6.33it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▍         | 22/469 [00:03<01:10,  6.33it/s, v_num=9, loss/train=0.247, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▍         | 23/469 [00:03<01:09,  6.44it/s, v_num=9, loss/train=0.247, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▍         | 23/469 [00:03<01:09,  6.44it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.254, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▌         | 25/469 [00:03<01:08,  6.53it/s, v_num=9, loss/train=0.254, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   5%|▌         | 25/469 [00:03<01:08,  6.52it/s, v_num=9, loss/train=0.251, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 26/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0869, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 26/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.260, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 27/469 [00:03<01:04,  6.81it/s, v_num=9, loss/train=0.260, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 27/469 [00:03<01:04,  6.81it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 28/469 [00:04<01:03,  6.94it/s, v_num=9, loss/train=0.248, alignment/train=0.0941, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 28/469 [00:04<01:03,  6.94it/s, v_num=9, loss/train=0.300, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 29/469 [00:04<01:02,  7.03it/s, v_num=9, loss/train=0.300, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▌         | 29/469 [00:04<01:02,  7.03it/s, v_num=9, loss/train=0.244, alignment/train=0.0755, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▋         | 30/469 [00:04<01:02,  7.04it/s, v_num=9, loss/train=0.244, alignment/train=0.0755, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   6%|▋         | 30/469 [00:04<01:02,  7.04it/s, v_num=9, loss/train=0.223, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 31/469 [00:04<01:01,  7.18it/s, v_num=9, loss/train=0.223, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 31/469 [00:04<01:01,  7.18it/s, v_num=9, loss/train=0.260, alignment/train=0.0751, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.260, alignment/train=0.0751, uniformity/train=-3.46, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 33/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.227, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 33/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 34/469 [00:04<00:58,  7.39it/s, v_num=9, loss/train=0.207, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 34/469 [00:04<00:58,  7.39it/s, v_num=9, loss/train=0.218, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 35/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.218, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   7%|▋         | 35/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.270, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 36/469 [00:04<00:57,  7.57it/s, v_num=9, loss/train=0.270, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 36/469 [00:04<00:57,  7.57it/s, v_num=9, loss/train=0.268, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 37/469 [00:04<00:56,  7.62it/s, v_num=9, loss/train=0.268, alignment/train=0.0933, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 37/469 [00:04<00:56,  7.62it/s, v_num=9, loss/train=0.290, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 38/469 [00:04<00:55,  7.74it/s, v_num=9, loss/train=0.290, alignment/train=0.0947, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 38/469 [00:04<00:55,  7.74it/s, v_num=9, loss/train=0.209, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 39/469 [00:04<00:54,  7.85it/s, v_num=9, loss/train=0.209, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   8%|▊         | 39/469 [00:04<00:54,  7.85it/s, v_num=9, loss/train=0.240, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▊         | 40/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.240, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▊         | 40/469 [00:05<00:54,  7.86it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▊         | 41/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▊         | 41/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.214, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.314, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▉         | 43/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.314, alignment/train=0.104, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▉         | 43/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▉         | 44/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   9%|▉         | 44/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.270, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|▉         | 45/469 [00:05<00:52,  8.14it/s, v_num=9, loss/train=0.270, alignment/train=0.0902, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|▉         | 45/469 [00:05<00:52,  8.14it/s, v_num=9, loss/train=0.202, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|▉         | 46/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.202, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|▉         | 46/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|█         | 47/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.251, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|█         | 47/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|█         | 48/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|█         | 48/469 [00:05<00:51,  8.25it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|█         | 49/469 [00:05<00:50,  8.35it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  10%|█         | 49/469 [00:05<00:50,  8.35it/s, v_num=9, loss/train=0.256, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█         | 50/469 [00:05<00:49,  8.39it/s, v_num=9, loss/train=0.256, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█         | 50/469 [00:05<00:49,  8.39it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█         | 51/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█         | 51/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.325, alignment/train=0.105, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.219, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█▏        | 53/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.219, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  11%|█▏        | 53/469 [00:06<00:49,  8.42it/s, v_num=9, loss/train=0.214, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 54/469 [00:06<00:48,  8.47it/s, v_num=9, loss/train=0.214, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 54/469 [00:06<00:48,  8.47it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 55/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.240, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 55/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.260, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 56/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.260, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 56/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.323, alignment/train=0.122, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 57/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.323, alignment/train=0.122, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 57/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.232, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 58/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.232, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  12%|█▏        | 58/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 59/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 59/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.235, alignment/train=0.0756, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 60/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.235, alignment/train=0.0756, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 60/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.248, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 61/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.248, alignment/train=0.0978, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 61/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.215, alignment/train=0.0825, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 62/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.215, alignment/train=0.0825, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 62/469 [00:07<00:46,  8.76it/s, v_num=9, loss/train=0.265, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 63/469 [00:07<00:46,  8.79it/s, v_num=9, loss/train=0.265, alignment/train=0.0949, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  13%|█▎        | 63/469 [00:07<00:46,  8.79it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▎        | 64/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.257, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▎        | 64/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.224, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 65/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.224, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 65/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.224, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 66/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.224, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 66/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.260, alignment/train=0.0864, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 67/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.260, alignment/train=0.0864, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 67/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.238, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 68/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  14%|█▍        | 68/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▍        | 69/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▍        | 69/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▍        | 70/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.228, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▍        | 70/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▌        | 71/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.237, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▌        | 71/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▌        | 72/469 [00:07<00:43,  9.07it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  15%|█▌        | 72/469 [00:07<00:43,  9.07it/s, v_num=9, loss/train=0.277, alignment/train=0.096, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 73/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.277, alignment/train=0.096, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 73/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.256, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 74/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.256, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 74/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.209, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 75/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.209, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 75/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.241, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 76/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.241, alignment/train=0.0824, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▌        | 76/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▋        | 77/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  16%|█▋        | 77/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 78/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 78/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 79/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 79/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.240, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 80/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.240, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 80/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.220, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 81/469 [00:08<00:41,  9.30it/s, v_num=9, loss/train=0.220, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 81/469 [00:08<00:41,  9.30it/s, v_num=9, loss/train=0.258, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 82/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.258, alignment/train=0.0823, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  17%|█▋        | 82/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.229, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 83/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.229, alignment/train=0.0863, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 83/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.269, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 84/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.269, alignment/train=0.0963, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 84/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.206, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.241, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 86/469 [00:09<00:41,  9.31it/s, v_num=9, loss/train=0.241, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  18%|█▊        | 86/469 [00:09<00:41,  9.31it/s, v_num=9, loss/train=0.223, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▊        | 87/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.223, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▊        | 87/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.235, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 88/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.235, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 88/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.242, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 89/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.242, alignment/train=0.102, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 89/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.250, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 90/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.250, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 90/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.253, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 91/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.253, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  19%|█▉        | 91/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|█▉        | 92/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|█▉        | 92/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|█▉        | 93/469 [00:09<00:39,  9.42it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|█▉        | 93/469 [00:09<00:39,  9.42it/s, v_num=9, loss/train=0.290, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|██        | 94/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.290, alignment/train=0.102, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|██        | 94/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.207, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|██        | 95/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.207, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|██        | 95/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|██        | 96/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  20%|██        | 96/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.234, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██        | 97/469 [00:10<00:39,  9.52it/s, v_num=9, loss/train=0.234, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██        | 97/469 [00:10<00:39,  9.52it/s, v_num=9, loss/train=0.226, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██        | 98/469 [00:10<00:39,  9.51it/s, v_num=9, loss/train=0.226, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██        | 98/469 [00:10<00:39,  9.51it/s, v_num=9, loss/train=0.250, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██        | 99/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.250, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██        | 99/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.222, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.225, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 101/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.225, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 101/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.267, alignment/train=0.0935, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 102/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.267, alignment/train=0.0935, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 102/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 103/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 103/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.225, alignment/train=0.0768, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 104/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.225, alignment/train=0.0768, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 104/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.227, alignment/train=0.074, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 105/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.227, alignment/train=0.074, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  22%|██▏       | 105/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 106/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 106/469 [00:11<00:37,  9.62it/s, v_num=9, loss/train=0.269, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 107/469 [00:11<00:37,  9.66it/s, v_num=9, loss/train=0.269, alignment/train=0.0874, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 107/469 [00:11<00:37,  9.66it/s, v_num=9, loss/train=0.277, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 108/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.277, alignment/train=0.0825, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 108/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.265, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 109/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.265, alignment/train=0.0862, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 109/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 110/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  23%|██▎       | 110/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▎       | 111/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▎       | 111/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.250, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▍       | 112/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.250, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▍       | 112/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▍       | 113/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▍       | 113/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▍       | 114/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.227, alignment/train=0.0833, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  24%|██▍       | 114/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.261, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▍       | 115/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.261, alignment/train=0.0905, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▍       | 115/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.244, alignment/train=0.0842, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▍       | 116/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.244, alignment/train=0.0842, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▍       | 116/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.232, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.232, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.227, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▌       | 118/469 [00:12<00:36,  9.74it/s, v_num=9, loss/train=0.227, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▌       | 118/469 [00:12<00:36,  9.74it/s, v_num=9, loss/train=0.235, alignment/train=0.0759, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▌       | 119/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.235, alignment/train=0.0759, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  25%|██▌       | 119/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.226, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 121/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0938, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 121/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.235, alignment/train=0.0723, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 122/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.235, alignment/train=0.0723, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 122/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.301, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 123/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.301, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▌       | 123/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.260, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▋       | 124/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.260, alignment/train=0.0973, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  26%|██▋       | 124/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.278, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 125/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.278, alignment/train=0.094, uniformity/train=-3.44, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 125/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.217, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.217, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 127/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.276, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 127/469 [00:12<00:34,  9.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0879, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 128/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.236, alignment/train=0.0879, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  27%|██▋       | 128/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.275, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 129/469 [00:13<00:34,  9.86it/s, v_num=9, loss/train=0.275, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 129/469 [00:13<00:34,  9.86it/s, v_num=9, loss/train=0.217, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 130/469 [00:13<00:34,  9.86it/s, v_num=9, loss/train=0.217, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 130/469 [00:13<00:34,  9.86it/s, v_num=9, loss/train=0.255, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 131/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.255, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 131/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.220, alignment/train=0.0978, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 132/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.220, alignment/train=0.0978, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 132/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.193, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 133/469 [00:13<00:34,  9.86it/s, v_num=9, loss/train=0.193, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  28%|██▊       | 133/469 [00:13<00:34,  9.85it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▊       | 134/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▊       | 134/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.205, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 135/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.205, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 135/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.222, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 136/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.222, alignment/train=0.0976, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 136/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.222, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 137/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.222, alignment/train=0.0957, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 137/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.221, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 138/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.221, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  29%|██▉       | 138/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.197, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|██▉       | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.197, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|██▉       | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.266, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|██▉       | 140/469 [00:14<00:33,  9.94it/s, v_num=9, loss/train=0.266, alignment/train=0.0918, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|██▉       | 140/469 [00:14<00:33,  9.94it/s, v_num=9, loss/train=0.224, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|███       | 141/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.224, alignment/train=0.0918, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|███       | 141/469 [00:14<00:33,  9.92it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|███       | 142/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|███       | 142/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|███       | 143/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.238, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  30%|███       | 143/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.219, alignment/train=0.0705, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███       | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.219, alignment/train=0.0705, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███       | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.230, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███       | 145/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.230, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███       | 145/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.224, alignment/train=0.0803, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███       | 146/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.224, alignment/train=0.0803, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███       | 146/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.234, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███▏      | 147/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.234, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  31%|███▏      | 147/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 148/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.259, alignment/train=0.0826, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 148/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.223, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 149/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.223, alignment/train=0.0777, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 149/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.227, alignment/train=0.0773, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.227, alignment/train=0.0773, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 150/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 151/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 151/469 [00:15<00:31, 10.01it/s, v_num=9, loss/train=0.268, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 152/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.268, alignment/train=0.084, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  32%|███▏      | 152/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.266, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 153/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.266, alignment/train=0.0983, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 153/469 [00:15<00:31, 10.03it/s, v_num=9, loss/train=0.246, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 154/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.246, alignment/train=0.0998, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 154/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 155/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 155/469 [00:15<00:31, 10.05it/s, v_num=9, loss/train=0.252, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.252, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.205, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 157/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.205, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  33%|███▎      | 157/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.238, alignment/train=0.0865, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▎      | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.238, alignment/train=0.0865, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▎      | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.225, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▍      | 159/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.225, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▍      | 159/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▍      | 160/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▍      | 160/469 [00:15<00:30, 10.09it/s, v_num=9, loss/train=0.254, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▍      | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.254, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  34%|███▍      | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.185, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▍      | 162/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.185, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▍      | 162/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.239, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▍      | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.239, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▍      | 163/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.238, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▍      | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.238, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▍      | 164/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▌      | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.253, alignment/train=0.0876, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▌      | 165/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▌      | 166/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  35%|███▌      | 166/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.255, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.255, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.240, alignment/train=0.0988, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.240, alignment/train=0.0988, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.204, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.204, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.220, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 170/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.220, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▌      | 170/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▋      | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  36%|███▋      | 171/469 [00:16<00:29, 10.14it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 172/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 172/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.263, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.263, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 173/469 [00:17<00:29, 10.15it/s, v_num=9, loss/train=0.245, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 174/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.245, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 174/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.228, alignment/train=0.0862, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 175/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.228, alignment/train=0.0862, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  37%|███▋      | 175/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.215, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.200, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.200, alignment/train=0.069, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.205, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.205, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.225, alignment/train=0.093, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.225, alignment/train=0.093, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.242, alignment/train=0.0866, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  38%|███▊      | 180/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.264, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▊      | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.264, alignment/train=0.0921, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▊      | 181/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.226, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.226, alignment/train=0.0935, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.239, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.239, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.206, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 185/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.206, alignment/train=0.0749, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  39%|███▉      | 185/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.217, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|███▉      | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.217, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|███▉      | 186/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.262, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|███▉      | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.262, alignment/train=0.0935, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|███▉      | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.228, alignment/train=0.0827, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|████      | 188/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.228, alignment/train=0.0827, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|████      | 188/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.214, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|████      | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.214, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  40%|████      | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.248, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.248, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.235, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.235, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.234, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.234, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 192/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.283, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.283, alignment/train=0.0854, uniformity/train=-3.46, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████      | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████▏     | 194/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  41%|████▏     | 194/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 195/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.264, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 196/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.264, alignment/train=0.0877, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 196/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.215, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.216, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.265, alignment/train=0.0829, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.265, alignment/train=0.0829, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  42%|████▏     | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 200/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.270, alignment/train=0.0892, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 200/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.250, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 201/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.250, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 201/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.232, alignment/train=0.0799, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 202/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.232, alignment/train=0.0799, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 202/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.227, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.227, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.230, alignment/train=0.087, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  43%|████▎     | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.275, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▎     | 205/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.275, alignment/train=0.0924, uniformity/train=-3.44, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▎     | 205/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▍     | 206/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▍     | 206/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.216, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▍     | 207/469 [00:20<00:25, 10.27it/s, v_num=9, loss/train=0.216, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▍     | 207/469 [00:20<00:25, 10.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0994, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▍     | 208/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.181, alignment/train=0.0994, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  44%|████▍     | 208/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▍     | 209/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.233, alignment/train=0.0914, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▍     | 209/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.240, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▍     | 210/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.240, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▍     | 210/469 [00:20<00:25, 10.30it/s, v_num=9, loss/train=0.250, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▍     | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.250, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▍     | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.207, alignment/train=0.0752, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▌     | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.207, alignment/train=0.0752, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▌     | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.275, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▌     | 213/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.275, alignment/train=0.0841, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  45%|████▌     | 213/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▌     | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▌     | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.234, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▌     | 215/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.234, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▌     | 215/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.250, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▌     | 216/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.250, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▌     | 216/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.221, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▋     | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.221, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▋     | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.225, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▋     | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.225, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  46%|████▋     | 218/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.211, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 219/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.211, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 219/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.230, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 220/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.230, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 220/469 [00:21<00:24, 10.35it/s, v_num=9, loss/train=0.270, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 221/469 [00:21<00:24, 10.32it/s, v_num=9, loss/train=0.270, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 221/469 [00:21<00:24, 10.31it/s, v_num=9, loss/train=0.244, alignment/train=0.0947, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.244, alignment/train=0.0947, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  47%|████▋     | 222/469 [00:21<00:23, 10.33it/s, v_num=9, loss/train=0.246, alignment/train=0.099, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 223/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.246, alignment/train=0.099, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 223/469 [00:21<00:23, 10.35it/s, v_num=9, loss/train=0.221, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.221, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.230, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.230, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.210, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.210, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 226/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.287, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.287, alignment/train=0.088, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  48%|████▊     | 227/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.227, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▊     | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.227, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▊     | 228/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.248, alignment/train=0.0921, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 229/469 [00:22<00:23, 10.38it/s, v_num=9, loss/train=0.248, alignment/train=0.0921, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 229/469 [00:22<00:23, 10.37it/s, v_num=9, loss/train=0.224, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 230/469 [00:22<00:23, 10.37it/s, v_num=9, loss/train=0.224, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 230/469 [00:22<00:23, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 231/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.207, alignment/train=0.0897, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 231/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.283, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.283, alignment/train=0.0923, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  49%|████▉     | 232/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.248, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|████▉     | 233/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.248, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|████▉     | 233/469 [00:22<00:22, 10.36it/s, v_num=9, loss/train=0.257, alignment/train=0.0777, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|████▉     | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.257, alignment/train=0.0777, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|████▉     | 234/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.273, alignment/train=0.090, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|█████     | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.273, alignment/train=0.090, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|█████     | 235/469 [00:22<00:22, 10.37it/s, v_num=9, loss/train=0.225, alignment/train=0.0793, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|█████     | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.225, alignment/train=0.0793, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  50%|█████     | 236/469 [00:22<00:22, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.222, alignment/train=0.0804, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 237/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 238/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.260, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 239/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.260, alignment/train=0.0856, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 239/469 [00:22<00:22, 10.39it/s, v_num=9, loss/train=0.283, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.283, alignment/train=0.0921, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████     | 240/469 [00:23<00:22, 10.40it/s, v_num=9, loss/train=0.264, alignment/train=0.098, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████▏    | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.264, alignment/train=0.098, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  51%|█████▏    | 241/469 [00:23<00:21, 10.41it/s, v_num=9, loss/train=0.241, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 242/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.241, alignment/train=0.0936, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 242/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.241, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.241, alignment/train=0.0949, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 243/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.240, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.240, alignment/train=0.0829, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.248, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.248, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 245/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.258, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  52%|█████▏    | 246/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.221, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.221, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 247/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 248/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 248/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.254, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 249/469 [00:23<00:21, 10.42it/s, v_num=9, loss/train=0.268, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.268, alignment/train=0.0902, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  53%|█████▎    | 250/469 [00:23<00:20, 10.44it/s, v_num=9, loss/train=0.224, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▎    | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.224, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▎    | 251/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.223, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▎    | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.223, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▎    | 252/469 [00:24<00:20, 10.46it/s, v_num=9, loss/train=0.256, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.256, alignment/train=0.0882, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▍    | 253/469 [00:24<00:20, 10.42it/s, v_num=9, loss/train=0.265, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▍    | 254/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.265, alignment/train=0.0999, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▍    | 254/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.211, alignment/train=0.0722, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▍    | 255/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.211, alignment/train=0.0722, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  54%|█████▍    | 255/469 [00:24<00:20, 10.45it/s, v_num=9, loss/train=0.241, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▍    | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.241, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▍    | 256/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.241, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▍    | 257/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.241, alignment/train=0.0794, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▍    | 257/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.249, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▌    | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.249, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▌    | 258/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.238, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▌    | 259/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.238, alignment/train=0.0882, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▌    | 259/469 [00:24<00:20, 10.44it/s, v_num=9, loss/train=0.269, alignment/train=0.0944, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▌    | 260/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.269, alignment/train=0.0944, uniformity/train=-3.44, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  55%|█████▌    | 260/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.232, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▌    | 261/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.232, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▌    | 261/469 [00:24<00:19, 10.46it/s, v_num=9, loss/train=0.261, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▌    | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.261, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▌    | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.221, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.221, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.240, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▋    | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.240, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  56%|█████▋    | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.206, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.206, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 265/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.240, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.240, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 266/469 [00:25<00:19, 10.48it/s, v_num=9, loss/train=0.260, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.260, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 267/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.219, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 268/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.219, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 268/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.237, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  57%|█████▋    | 269/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.241, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 270/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.241, alignment/train=0.108, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 270/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 271/469 [00:25<00:18, 10.48it/s, v_num=9, loss/train=0.247, alignment/train=0.0731, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.247, alignment/train=0.0731, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 272/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 273/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 273/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.228, alignment/train=0.0736, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▊    | 275/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.228, alignment/train=0.0736, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▊    | 275/469 [00:26<00:18, 10.49it/s, v_num=9, loss/train=0.218, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 276/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.218, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 276/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.192, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.192, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 277/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.247, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.247, alignment/train=0.0955, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.225, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  59%|█████▉    | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.234, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|█████▉    | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.234, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|█████▉    | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.204, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|█████▉    | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.204, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|█████▉    | 281/469 [00:26<00:17, 10.52it/s, v_num=9, loss/train=0.228, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|██████    | 282/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.228, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|██████    | 282/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|██████    | 283/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  60%|██████    | 283/469 [00:26<00:17, 10.51it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 284/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.197, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 285/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.197, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 285/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.250, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 286/469 [00:27<00:17, 10.50it/s, v_num=9, loss/train=0.256, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.256, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████    | 287/469 [00:27<00:17, 10.52it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████▏   | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.248, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  61%|██████▏   | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.193, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.233, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.233, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 290/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.268, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.268, alignment/train=0.0962, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 291/469 [00:27<00:16, 10.51it/s, v_num=9, loss/train=0.210, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 292/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.210, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 292/469 [00:27<00:16, 10.52it/s, v_num=9, loss/train=0.211, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 293/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  62%|██████▏   | 293/469 [00:27<00:16, 10.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 294/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.225, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 294/469 [00:27<00:16, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0975, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 295/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0975, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 295/469 [00:28<00:16, 10.53it/s, v_num=9, loss/train=0.235, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.235, alignment/train=0.0888, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 296/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.219, alignment/train=0.0783, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.219, alignment/train=0.0783, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  63%|██████▎   | 297/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.221, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▎   | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.221, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▎   | 298/469 [00:28<00:16, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 299/469 [00:28<00:16, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.200, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 300/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.239, alignment/train=0.0769, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.239, alignment/train=0.0769, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 301/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.279, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.279, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.977, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  64%|██████▍   | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▍   | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▍   | 303/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▍   | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▍   | 304/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.241, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▌   | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.241, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▌   | 305/469 [00:28<00:15, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▌   | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.213, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▌   | 306/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.250, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▌   | 307/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.250, alignment/train=0.0967, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  65%|██████▌   | 307/469 [00:29<00:15, 10.55it/s, v_num=9, loss/train=0.205, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▌   | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.205, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▌   | 308/469 [00:29<00:15, 10.56it/s, v_num=9, loss/train=0.237, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▌   | 309/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.237, alignment/train=0.0861, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▌   | 309/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.264, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▌   | 310/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.264, alignment/train=0.0864, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▌   | 310/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.234, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▋   | 311/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.234, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  66%|██████▋   | 311/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 312/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.233, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 312/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.223, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.223, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 313/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.225, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 314/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.225, alignment/train=0.100, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 314/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.246, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.246, alignment/train=0.0991, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 315/469 [00:29<00:14, 10.57it/s, v_num=9, loss/train=0.235, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.235, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  67%|██████▋   | 316/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.249, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.249, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 317/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.247, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 318/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.247, alignment/train=0.0918, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 318/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.230, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.230, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 319/469 [00:30<00:14, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 320/469 [00:30<00:14, 10.58it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 321/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  68%|██████▊   | 321/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▊   | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▊   | 322/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.239, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▉   | 323/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.239, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▉   | 323/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▉   | 324/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.212, alignment/train=0.0819, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▉   | 324/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.210, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▉   | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.210, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  69%|██████▉   | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.231, alignment/train=0.0927, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|██████▉   | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.231, alignment/train=0.0927, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|██████▉   | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.235, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|██████▉   | 327/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.235, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|██████▉   | 327/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.251, alignment/train=0.0963, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|██████▉   | 328/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.251, alignment/train=0.0963, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|██████▉   | 328/469 [00:30<00:13, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|███████   | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.229, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|███████   | 329/469 [00:31<00:13, 10.60it/s, v_num=9, loss/train=0.210, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|███████   | 330/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.210, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  70%|███████   | 330/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.225, alignment/train=0.0772, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 331/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.225, alignment/train=0.0772, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 331/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.218, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.218, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 332/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.260, alignment/train=0.109, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 333/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.260, alignment/train=0.109, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 333/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.245, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.245, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████   | 334/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████▏  | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  71%|███████▏  | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 336/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 336/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.267, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 338/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.267, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 338/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.245, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.245, alignment/train=0.0949, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 339/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.238, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.238, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  72%|███████▏  | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.251, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 342/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.241, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.241, alignment/train=0.0981, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 344/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.224, alignment/train=0.0804, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  73%|███████▎  | 344/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.227, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▎  | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.227, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▎  | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.232, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.232, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 347/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.232, alignment/train=0.0845, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.221, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.221, alignment/train=0.0937, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  74%|███████▍  | 349/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▍  | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0999, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▍  | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▍  | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.270, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▍  | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▌  | 352/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▌  | 352/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▌  | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0989, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  75%|███████▌  | 354/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▌  | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0836, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▌  | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0676, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▌  | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0676, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▌  | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.233, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▌  | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.233, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▌  | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▋  | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  76%|███████▋  | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.291, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.291, alignment/train=0.0999, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.237, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 360/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.232, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 361/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.232, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 361/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0741, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0741, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.239, alignment/train=0.0996, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.222, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 364/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 365/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.259, alignment/train=0.106, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 365/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.224, alignment/train=0.0987, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.254, alignment/train=0.0784, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 367/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.254, alignment/train=0.0784, uniformity/train=-3.45, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 367/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.249, alignment/train=0.0924, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 368/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.0924, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  78%|███████▊  | 368/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▊  | 369/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▊  | 369/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▉  | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.246, alignment/train=0.0839, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▉  | 370/469 [00:34<00:09, 10.66it/s, v_num=9, loss/train=0.245, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▉  | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0886, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▉  | 371/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▉  | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  79%|███████▉  | 372/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.229, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|███████▉  | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.229, alignment/train=0.0839, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|███████▉  | 373/469 [00:34<00:08, 10.67it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|███████▉  | 374/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.231, alignment/train=0.0859, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|███████▉  | 374/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|███████▉  | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|███████▉  | 375/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.275, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|████████  | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.275, alignment/train=0.0945, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|████████  | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.245, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|████████  | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.245, alignment/train=0.104, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  80%|████████  | 377/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.217, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 378/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.217, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 378/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.216, alignment/train=0.0959, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.0959, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 380/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 380/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.238, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.238, alignment/train=0.095, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████  | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.247, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████▏ | 382/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  81%|████████▏ | 382/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.239, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 383/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.239, alignment/train=0.0904, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 383/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 384/469 [00:35<00:07, 10.69it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 384/469 [00:35<00:07, 10.69it/s, v_num=9, loss/train=0.212, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 385/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.212, alignment/train=0.0832, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 385/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 386/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  82%|████████▏ | 386/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 387/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 387/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 388/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0963, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 388/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.259, alignment/train=0.0962, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 389/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.259, alignment/train=0.0962, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 389/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.254, alignment/train=0.0991, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.254, alignment/train=0.0991, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 390/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.244, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.244, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  83%|████████▎ | 391/469 [00:36<00:07, 10.69it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▎ | 392/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▎ | 392/469 [00:36<00:07, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 393/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.223, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.223, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.246, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.246, alignment/train=0.0992, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 395/469 [00:36<00:06, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 396/469 [00:36<00:06, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  84%|████████▍ | 396/469 [00:36<00:06, 10.71it/s, v_num=9, loss/train=0.254, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▍ | 397/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.254, alignment/train=0.0892, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▍ | 397/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.208, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.267, alignment/train=0.095, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.267, alignment/train=0.095, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▌ | 399/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▌ | 400/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.240, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  85%|████████▌ | 400/469 [00:37<00:06, 10.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 401/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.239, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 401/469 [00:37<00:06, 10.71it/s, v_num=9, loss/train=0.217, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.217, alignment/train=0.0933, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 402/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 404/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.248, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▌ | 404/469 [00:37<00:06, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  86%|████████▋ | 405/469 [00:37<00:05, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 406/469 [00:37<00:05, 10.72it/s, v_num=9, loss/train=0.215, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 406/469 [00:37<00:05, 10.71it/s, v_num=9, loss/train=0.227, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 407/469 [00:37<00:05, 10.72it/s, v_num=9, loss/train=0.227, alignment/train=0.097, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 407/469 [00:37<00:05, 10.72it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 408/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 408/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 409/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 409/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.243, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.243, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  87%|████████▋ | 410/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0724, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 411/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0724, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 411/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.239, alignment/train=0.0771, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 412/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.239, alignment/train=0.0771, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 412/469 [00:38<00:05, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 413/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 413/469 [00:38<00:05, 10.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0956, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 414/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0956, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 414/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.250, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.250, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  88%|████████▊ | 415/469 [00:38<00:05, 10.71it/s, v_num=9, loss/train=0.231, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▊ | 416/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.231, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▊ | 416/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.222, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▉ | 417/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.222, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▉ | 417/469 [00:38<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▉ | 418/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▉ | 418/469 [00:38<00:04, 10.72it/s, v_num=9, loss/train=0.247, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.247, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  89%|████████▉ | 419/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.241, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|████████▉ | 420/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.241, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|████████▉ | 420/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0804, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|████████▉ | 421/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0804, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|████████▉ | 421/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|████████▉ | 422/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|████████▉ | 422/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.262, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.262, alignment/train=0.0849, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|█████████ | 423/469 [00:39<00:04, 10.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|█████████ | 424/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  90%|█████████ | 424/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████ | 425/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.195, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████ | 425/469 [00:39<00:04, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0977, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████ | 426/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0977, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████ | 426/469 [00:39<00:04, 10.73it/s, v_num=9, loss/train=0.210, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.210, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████ | 427/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.214, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████▏| 428/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.214, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████▏| 428/469 [00:39<00:03, 10.75it/s, v_num=9, loss/train=0.199, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████▏| 429/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  91%|█████████▏| 429/469 [00:39<00:03, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 430/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 430/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.226, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 431/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.226, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 431/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 432/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.237, alignment/train=0.0973, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 432/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.234, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 434/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.234, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 434/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.229, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.229, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 435/469 [00:40<00:03, 10.74it/s, v_num=9, loss/train=0.270, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 436/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.270, alignment/train=0.0851, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 436/469 [00:40<00:03, 10.75it/s, v_num=9, loss/train=0.237, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.237, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 437/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.211, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 438/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  93%|█████████▎| 438/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.224, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▎| 439/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.224, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▎| 439/469 [00:40<00:02, 10.76it/s, v_num=9, loss/train=0.192, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 440/469 [00:40<00:02, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.0809, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 441/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.222, alignment/train=0.0809, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 441/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.235, alignment/train=0.0765, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 442/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.235, alignment/train=0.0765, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 442/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  94%|█████████▍| 443/469 [00:41<00:02, 10.75it/s, v_num=9, loss/train=0.227, alignment/train=0.0925, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0925, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▍| 444/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▍| 445/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.253, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▌| 446/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.253, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▌| 446/469 [00:41<00:02, 10.76it/s, v_num=9, loss/train=0.179, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▌| 447/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  95%|█████████▌| 447/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.235, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 448/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.235, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 448/469 [00:41<00:01, 10.77it/s, v_num=9, loss/train=0.280, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 449/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.280, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 449/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.213, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 450/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.213, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 450/469 [00:41<00:01, 10.76it/s, v_num=9, loss/train=0.217, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 451/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.217, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▌| 451/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.217, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▋| 452/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.217, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  96%|█████████▋| 452/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.206, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 453/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 453/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.276, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 454/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.276, alignment/train=0.0953, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 454/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.281, alignment/train=0.113, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 455/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.281, alignment/train=0.113, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 455/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.264, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 456/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.264, alignment/train=0.0899, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 456/469 [00:42<00:01, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 457/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.207, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  97%|█████████▋| 457/469 [00:42<00:01, 10.86it/s, v_num=9, loss/train=0.218, alignment/train=0.0794, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 458/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.218, alignment/train=0.0794, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 458/469 [00:42<00:01, 10.88it/s, v_num=9, loss/train=0.204, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 459/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.204, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 459/469 [00:42<00:00, 10.89it/s, v_num=9, loss/train=0.269, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 460/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.269, alignment/train=0.100, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 460/469 [00:42<00:00, 10.91it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 461/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  98%|█████████▊| 461/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.210, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▊| 462/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.210, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▊| 462/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▊| 463/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▊| 463/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.237, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▉| 464/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.237, alignment/train=0.0886, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▉| 464/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.253, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▉| 465/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.253, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▉| 465/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▉| 466/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:  99%|█████████▉| 466/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.264, alignment/train=0.0954, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 467/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.264, alignment/train=0.0954, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 467/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 468/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|█████████▉| 468/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|██████████| 469/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|██████████| 469/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.491, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]

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Epoch 10: 100%|██████████| 469/469 [00:48<00:00,  9.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10: 100%|██████████| 469/469 [00:48<00:00,  9.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 10:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   0%|          | 1/469 [00:01<11:29,  0.68it/s, v_num=9, loss/train=0.146, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   0%|          | 1/469 [00:01<11:32,  0.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   0%|          | 2/469 [00:01<06:33,  1.19it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   0%|          | 2/469 [00:01<06:33,  1.19it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|          | 3/469 [00:01<04:30,  1.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|          | 3/469 [00:01<04:30,  1.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|          | 4/469 [00:01<03:34,  2.17it/s, v_num=9, loss/train=0.225, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|          | 4/469 [00:01<03:34,  2.17it/s, v_num=9, loss/train=0.220, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|          | 5/469 [00:01<03:05,  2.51it/s, v_num=9, loss/train=0.220, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|          | 5/469 [00:01<03:05,  2.50it/s, v_num=9, loss/train=0.216, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|▏         | 6/469 [00:02<02:38,  2.92it/s, v_num=9, loss/train=0.216, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|▏         | 6/469 [00:02<02:38,  2.92it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|▏         | 7/469 [00:02<02:22,  3.25it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   1%|▏         | 7/469 [00:02<02:22,  3.25it/s, v_num=9, loss/train=0.228, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 8/469 [00:02<02:09,  3.55it/s, v_num=9, loss/train=0.228, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 8/469 [00:02<02:09,  3.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 9/469 [00:02<02:00,  3.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 9/469 [00:02<02:00,  3.82it/s, v_num=9, loss/train=0.247, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 10/469 [00:02<01:52,  4.08it/s, v_num=9, loss/train=0.247, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 10/469 [00:02<01:52,  4.08it/s, v_num=9, loss/train=0.205, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 11/469 [00:02<01:44,  4.39it/s, v_num=9, loss/train=0.205, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   2%|▏         | 11/469 [00:02<01:44,  4.39it/s, v_num=9, loss/train=0.278, alignment/train=0.110, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 12/469 [00:02<01:37,  4.67it/s, v_num=9, loss/train=0.278, alignment/train=0.110, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 12/469 [00:02<01:37,  4.67it/s, v_num=9, loss/train=0.222, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 13/469 [00:02<01:33,  4.87it/s, v_num=9, loss/train=0.222, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 13/469 [00:02<01:33,  4.86it/s, v_num=9, loss/train=0.193, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 14/469 [00:02<01:32,  4.95it/s, v_num=9, loss/train=0.193, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 14/469 [00:02<01:32,  4.94it/s, v_num=9, loss/train=0.199, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 15/469 [00:02<01:27,  5.16it/s, v_num=9, loss/train=0.199, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 15/469 [00:02<01:27,  5.16it/s, v_num=9, loss/train=0.208, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 16/469 [00:02<01:23,  5.40it/s, v_num=9, loss/train=0.208, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   3%|▎         | 16/469 [00:02<01:23,  5.40it/s, v_num=9, loss/train=0.202, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▎         | 17/469 [00:03<01:20,  5.62it/s, v_num=9, loss/train=0.202, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 18/469 [00:03<01:19,  5.64it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 18/469 [00:03<01:19,  5.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 19/469 [00:03<01:16,  5.86it/s, v_num=9, loss/train=0.222, alignment/train=0.0897, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 19/469 [00:03<01:16,  5.85it/s, v_num=9, loss/train=0.222, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 20/469 [00:03<01:14,  6.06it/s, v_num=9, loss/train=0.222, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 20/469 [00:03<01:14,  6.06it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 21/469 [00:03<01:13,  6.08it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   4%|▍         | 21/469 [00:03<01:13,  6.08it/s, v_num=9, loss/train=0.236, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▍         | 22/469 [00:03<01:12,  6.18it/s, v_num=9, loss/train=0.236, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▍         | 22/469 [00:03<01:12,  6.18it/s, v_num=9, loss/train=0.274, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.274, alignment/train=0.0943, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▍         | 23/469 [00:03<01:10,  6.32it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▌         | 24/469 [00:03<01:08,  6.46it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▌         | 24/469 [00:03<01:08,  6.45it/s, v_num=9, loss/train=0.218, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▌         | 25/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.218, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   5%|▌         | 25/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 26/469 [00:03<01:05,  6.74it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 26/469 [00:03<01:05,  6.74it/s, v_num=9, loss/train=0.256, alignment/train=0.0939, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 27/469 [00:03<01:04,  6.84it/s, v_num=9, loss/train=0.256, alignment/train=0.0939, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 27/469 [00:03<01:04,  6.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 28/469 [00:04<01:04,  6.87it/s, v_num=9, loss/train=0.201, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 28/469 [00:04<01:04,  6.87it/s, v_num=9, loss/train=0.256, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 29/469 [00:04<01:03,  6.93it/s, v_num=9, loss/train=0.256, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▌         | 29/469 [00:04<01:03,  6.93it/s, v_num=9, loss/train=0.223, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▋         | 30/469 [00:04<01:02,  7.08it/s, v_num=9, loss/train=0.223, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   6%|▋         | 30/469 [00:04<01:02,  7.08it/s, v_num=9, loss/train=0.250, alignment/train=0.0913, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 31/469 [00:04<01:01,  7.16it/s, v_num=9, loss/train=0.250, alignment/train=0.0913, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 31/469 [00:04<01:01,  7.16it/s, v_num=9, loss/train=0.200, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 32/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0856, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 32/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.260, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 33/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.260, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 33/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.219, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 34/469 [00:04<00:58,  7.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 34/469 [00:04<00:58,  7.38it/s, v_num=9, loss/train=0.235, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 35/469 [00:04<00:57,  7.50it/s, v_num=9, loss/train=0.235, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   7%|▋         | 35/469 [00:04<00:57,  7.50it/s, v_num=9, loss/train=0.260, alignment/train=0.0969, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 36/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.260, alignment/train=0.0969, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 36/469 [00:04<00:56,  7.62it/s, v_num=9, loss/train=0.219, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 37/469 [00:04<00:55,  7.72it/s, v_num=9, loss/train=0.219, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 37/469 [00:04<00:55,  7.72it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 38/469 [00:04<00:55,  7.70it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 38/469 [00:04<00:56,  7.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 39/469 [00:05<00:55,  7.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   8%|▊         | 39/469 [00:05<00:55,  7.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0741, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▊         | 40/469 [00:05<00:55,  7.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0741, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▊         | 40/469 [00:05<00:55,  7.79it/s, v_num=9, loss/train=0.277, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▊         | 41/469 [00:05<00:54,  7.84it/s, v_num=9, loss/train=0.277, alignment/train=0.101, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▊         | 41/469 [00:05<00:54,  7.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▉         | 42/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.236, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▉         | 42/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.238, alignment/train=0.0835, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▉         | 43/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.238, alignment/train=0.0835, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▉         | 43/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.211, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▉         | 44/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.211, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:   9%|▉         | 44/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.226, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|▉         | 45/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.226, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|▉         | 45/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.219, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|▉         | 46/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.219, alignment/train=0.0912, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|▉         | 46/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.265, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|█         | 47/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.265, alignment/train=0.0976, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|█         | 47/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.241, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|█         | 48/469 [00:05<00:51,  8.15it/s, v_num=9, loss/train=0.241, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|█         | 48/469 [00:05<00:51,  8.15it/s, v_num=9, loss/train=0.275, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|█         | 49/469 [00:05<00:50,  8.24it/s, v_num=9, loss/train=0.275, alignment/train=0.0968, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  10%|█         | 49/469 [00:05<00:50,  8.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█         | 50/469 [00:06<00:50,  8.29it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█         | 50/469 [00:06<00:50,  8.29it/s, v_num=9, loss/train=0.223, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█         | 51/469 [00:06<00:50,  8.35it/s, v_num=9, loss/train=0.223, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█         | 51/469 [00:06<00:50,  8.34it/s, v_num=9, loss/train=0.206, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█         | 52/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.206, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█         | 52/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.227, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█▏        | 53/469 [00:06<00:49,  8.44it/s, v_num=9, loss/train=0.227, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  11%|█▏        | 53/469 [00:06<00:49,  8.44it/s, v_num=9, loss/train=0.216, alignment/train=0.0687, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 54/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.216, alignment/train=0.0687, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 54/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.278, alignment/train=0.0781, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 55/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.278, alignment/train=0.0781, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 55/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 56/469 [00:06<00:48,  8.59it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 56/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 57/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.228, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.228, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.238, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 59/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.238, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 59/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.226, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 60/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.226, alignment/train=0.084, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 60/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 61/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.207, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 61/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 62/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.204, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 62/469 [00:07<00:46,  8.70it/s, v_num=9, loss/train=0.211, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 63/469 [00:07<00:46,  8.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  13%|█▎        | 63/469 [00:07<00:46,  8.77it/s, v_num=9, loss/train=0.204, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▎        | 64/469 [00:07<00:46,  8.79it/s, v_num=9, loss/train=0.204, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▎        | 64/469 [00:07<00:46,  8.79it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 65/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.239, alignment/train=0.0955, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 65/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.197, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 66/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 66/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.260, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 67/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.260, alignment/train=0.0957, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 67/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 68/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  14%|█▍        | 68/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.188, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▍        | 69/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.188, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▍        | 69/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.246, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▍        | 70/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.246, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▍        | 70/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▌        | 71/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.238, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▌        | 71/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.239, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.239, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 73/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 73/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.207, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 74/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.207, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.195, alignment/train=0.080, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.195, alignment/train=0.080, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.203, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.203, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.202, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▋        | 77/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.202, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  16%|█▋        | 77/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 78/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 78/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.234, alignment/train=0.0878, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 79/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.234, alignment/train=0.0878, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 79/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.198, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 80/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.198, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 80/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.260, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 81/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.260, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 81/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 82/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  17%|█▋        | 82/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 83/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 83/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 84/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 84/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.229, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 85/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.229, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 85/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.244, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 86/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.244, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  18%|█▊        | 86/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.213, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▊        | 87/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.213, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▊        | 87/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.282, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 88/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.282, alignment/train=0.091, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 88/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.263, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 89/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.263, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 89/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 90/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.218, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 90/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.195, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 91/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.195, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  19%|█▉        | 91/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.238, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|█▉        | 92/469 [00:09<00:39,  9.43it/s, v_num=9, loss/train=0.238, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|█▉        | 92/469 [00:09<00:39,  9.43it/s, v_num=9, loss/train=0.218, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|█▉        | 93/469 [00:09<00:39,  9.42it/s, v_num=9, loss/train=0.218, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|█▉        | 93/469 [00:09<00:39,  9.42it/s, v_num=9, loss/train=0.205, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|██        | 94/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.205, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|██        | 94/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.291, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|██        | 95/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.291, alignment/train=0.101, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|██        | 95/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|██        | 96/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  20%|██        | 96/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██        | 97/469 [00:10<00:39,  9.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██        | 97/469 [00:10<00:39,  9.53it/s, v_num=9, loss/train=0.221, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.221, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██        | 99/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██        | 99/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.254, alignment/train=0.0801, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██▏       | 100/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.254, alignment/train=0.0801, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  21%|██▏       | 100/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.200, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 101/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.200, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 101/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 102/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.212, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 102/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.241, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.241, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 104/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.241, alignment/train=0.0843, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 104/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0917, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 105/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.251, alignment/train=0.0917, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  22%|██▏       | 105/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.228, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 106/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 106/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 107/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 107/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0768, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 109/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.256, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 109/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.225, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 110/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0945, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  23%|██▎       | 110/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▎       | 111/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▎       | 111/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▍       | 112/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.230, alignment/train=0.0863, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▍       | 112/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.229, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▍       | 113/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.229, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▍       | 113/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▍       | 114/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.256, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  24%|██▍       | 114/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▍       | 115/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▍       | 115/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.225, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▍       | 116/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.225, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▍       | 116/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.229, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▍       | 117/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.229, alignment/train=0.0996, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▍       | 117/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.251, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.251, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▌       | 119/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  25%|██▌       | 119/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.215, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 120/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.215, alignment/train=0.0957, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 120/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.244, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 121/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.244, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 121/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 122/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 122/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.226, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.226, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.274, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.274, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 125/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.257, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 125/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 126/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 126/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.218, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 127/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.218, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 127/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.251, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 128/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.251, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  27%|██▋       | 128/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 129/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 129/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.252, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 130/469 [00:13<00:34,  9.94it/s, v_num=9, loss/train=0.252, alignment/train=0.0827, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 130/469 [00:13<00:34,  9.94it/s, v_num=9, loss/train=0.263, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 131/469 [00:13<00:34,  9.88it/s, v_num=9, loss/train=0.263, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 131/469 [00:13<00:34,  9.88it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 132/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 132/469 [00:13<00:33,  9.91it/s, v_num=9, loss/train=0.211, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 133/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.211, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  28%|██▊       | 133/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.295, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▊       | 134/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.295, alignment/train=0.0896, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▊       | 134/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.279, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 135/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.279, alignment/train=0.094, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 135/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.228, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 136/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.228, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 136/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.239, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.239, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|██▉       | 139/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|██▉       | 139/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.256, alignment/train=0.0826, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|██▉       | 140/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.256, alignment/train=0.0826, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|██▉       | 140/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.217, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|███       | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.217, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|███       | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.237, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|███       | 142/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.237, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|███       | 142/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|███       | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  30%|███       | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.260, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███       | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.260, alignment/train=0.0926, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███       | 144/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.228, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███       | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.228, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███       | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.213, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.213, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███▏      | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  31%|███▏      | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 148/469 [00:14<00:31, 10.03it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 148/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.276, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 149/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.276, alignment/train=0.0872, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 149/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.232, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.232, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.243, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 152/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.243, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  32%|███▏      | 152/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 153/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.252, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 153/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.239, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 154/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.239, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 154/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.194, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.194, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.213, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 156/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.213, alignment/train=0.0894, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 156/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.244, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  33%|███▎      | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▎      | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.278, alignment/train=0.0987, uniformity/train=-3.48, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▎      | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.205, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▍      | 159/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.205, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▍      | 159/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▍      | 160/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▍      | 160/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.195, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▍      | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  34%|███▍      | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.191, alignment/train=0.0746, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▍      | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.191, alignment/train=0.0746, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▍      | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▍      | 163/469 [00:16<00:30, 10.10it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▍      | 163/469 [00:16<00:30, 10.10it/s, v_num=9, loss/train=0.247, alignment/train=0.0798, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▍      | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.247, alignment/train=0.0798, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▍      | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.234, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.234, alignment/train=0.083, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.230, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▌      | 166/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.230, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  35%|███▌      | 166/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.244, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.244, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 167/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.230, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.230, alignment/train=0.080, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0754, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0754, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 169/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.212, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 170/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.212, alignment/train=0.0775, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▌      | 170/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.257, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 172/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.257, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 172/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.218, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.218, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.217, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.217, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 175/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.244, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  37%|███▋      | 175/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.214, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.214, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.230, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.230, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.210, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.210, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  38%|███▊      | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▊      | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▊      | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.249, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 182/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.249, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 182/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.215, alignment/train=0.0782, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0782, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.241, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 184/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.241, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 184/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.211, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.211, alignment/train=0.0889, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.0852, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.250, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|███▉      | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.250, alignment/train=0.0925, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|███▉      | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.206, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|████      | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.206, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|████      | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|████      | 189/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  40%|████      | 189/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 190/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.216, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 190/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.218, alignment/train=0.0958, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 192/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.218, alignment/train=0.0958, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 192/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.225, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 193/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.225, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████      | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.258, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 195/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 196/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.241, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.241, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.228, alignment/train=0.0792, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.228, alignment/train=0.0792, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 198/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.257, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.257, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  42%|████▏     | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.197, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.197, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.209, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 201/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.209, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 201/469 [00:19<00:25, 10.31it/s, v_num=9, loss/train=0.235, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 202/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.235, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 202/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.248, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.248, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 203/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.232, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.232, alignment/train=0.0904, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  43%|████▎     | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.240, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▎     | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.240, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▎     | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▍     | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.236, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▍     | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.271, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▍     | 207/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.271, alignment/train=0.0867, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▍     | 207/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▍     | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  44%|████▍     | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.259, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▍     | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.259, alignment/train=0.0907, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▍     | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.217, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▍     | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.217, alignment/train=0.0845, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▍     | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.219, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▍     | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▍     | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▌     | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▌     | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▌     | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  45%|████▌     | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▌     | 214/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.213, alignment/train=0.085, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▌     | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▌     | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.246, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▌     | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.245, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▌     | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.245, alignment/train=0.0946, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▌     | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.269, alignment/train=0.0976, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▋     | 217/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.269, alignment/train=0.0976, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▋     | 217/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.247, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▋     | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.247, alignment/train=0.092, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  46%|████▋     | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 219/469 [00:21<00:24, 10.42it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.268, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.268, alignment/train=0.103, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.267, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.267, alignment/train=0.0813, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  47%|████▋     | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.196, alignment/train=0.069, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 224/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.196, alignment/train=0.069, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 224/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 225/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.245, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 225/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.191, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 226/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.191, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 226/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.274, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.274, alignment/train=0.0947, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  48%|████▊     | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.211, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▊     | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.211, alignment/train=0.0827, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▊     | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.239, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 229/469 [00:21<00:22, 10.45it/s, v_num=9, loss/train=0.239, alignment/train=0.0891, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 229/469 [00:21<00:22, 10.45it/s, v_num=9, loss/train=0.260, alignment/train=0.0991, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.260, alignment/train=0.0991, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.221, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 231/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.221, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 231/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 232/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.249, alignment/train=0.103, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  49%|████▉     | 232/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|████▉     | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|████▉     | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.235, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|████▉     | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.235, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|████▉     | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|█████     | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|█████     | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.214, alignment/train=0.0988, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|█████     | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.214, alignment/train=0.0988, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  50%|█████     | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.232, alignment/train=0.0796, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.232, alignment/train=0.0796, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.287, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 238/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.287, alignment/train=0.0994, uniformity/train=-3.50, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 238/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.218, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.218, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.214, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.214, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.216, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.216, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.206, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 245/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.206, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 245/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.237, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  52%|█████▏    | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.203, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.216, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.216, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  53%|█████▎    | 250/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.259, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▎    | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.259, alignment/train=0.105, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▎    | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.205, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▎    | 252/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.205, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▎    | 252/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.244, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▍    | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.244, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▍    | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▍    | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.225, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▍    | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▍    | 255/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.204, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  54%|█████▍    | 255/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▍    | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▍    | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▍    | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.255, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▍    | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.258, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.258, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.275, alignment/train=0.0978, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▌    | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.275, alignment/train=0.0978, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▌    | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.244, alignment/train=0.082, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▌    | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.244, alignment/train=0.082, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  55%|█████▌    | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.219, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.219, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.210, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▌    | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▌    | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▌    | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▌    | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.235, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.235, alignment/train=0.0874, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 267/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 267/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.253, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.253, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  57%|█████▋    | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 270/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 270/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.210, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.205, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 272/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.205, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 272/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.211, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.211, alignment/train=0.0868, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.218, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▊    | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▊    | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.245, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.245, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.210, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 278/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.210, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 278/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  59%|█████▉    | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|█████▉    | 280/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.234, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|█████▉    | 280/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.195, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|█████▉    | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.195, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|█████▉    | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|██████    | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  60%|██████    | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 284/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 284/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.221, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.221, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.208, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.212, alignment/train=0.0754, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.212, alignment/train=0.0754, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  62%|██████▏   | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.243, alignment/train=0.0933, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.258, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.258, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.202, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.230, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.230, alignment/train=0.0891, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  63%|██████▎   | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.220, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.220, alignment/train=0.0888, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.230, alignment/train=0.0989, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.230, alignment/train=0.0989, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.287, alignment/train=0.0797, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.287, alignment/train=0.0797, uniformity/train=-3.46, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 301/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  64%|██████▍   | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▍   | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▍   | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.184, alignment/train=0.071, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▍   | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.184, alignment/train=0.071, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▍   | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▌   | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.214, alignment/train=0.0895, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▌   | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.211, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0861, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.239, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.239, alignment/train=0.0839, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▌   | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.222, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▌   | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▌   | 309/469 [00:28<00:14, 10.67it/s, v_num=9, loss/train=0.213, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▌   | 309/469 [00:28<00:14, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.0858, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.238, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.238, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.199, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.199, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.250, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.250, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.354, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.354, alignment/train=0.114, uniformity/train=-3.43, contrastive_acc/train=0.977, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.254, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.254, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.278, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 316/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.278, alignment/train=0.0794, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0752, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0752, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.232, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.232, alignment/train=0.0902, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.255, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.255, alignment/train=0.0967, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  68%|██████▊   | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.227, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▊   | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.227, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▊   | 322/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.199, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▉   | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▉   | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.240, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▉   | 324/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.240, alignment/train=0.0849, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▉   | 324/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.233, alignment/train=0.0879, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▉   | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.233, alignment/train=0.0879, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  69%|██████▉   | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.231, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|██████▉   | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.231, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|██████▉   | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0819, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|██████▉   | 327/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.252, alignment/train=0.0819, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|██████▉   | 327/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|██████▉   | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|██████▉   | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0842, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.253, alignment/train=0.0842, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|███████   | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  70%|███████   | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 331/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=0.224, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 331/469 [00:30<00:12, 10.71it/s, v_num=9, loss/train=0.209, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.209, alignment/train=0.0787, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 333/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.210, alignment/train=0.0837, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 333/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.228, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.228, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.199, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████▏  | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  71%|███████▏  | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.254, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.254, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0738, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0738, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.222, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.222, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.193, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.193, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  72%|███████▏  | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.229, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  73%|███████▎  | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▎  | 345/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▎  | 345/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.229, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.229, alignment/train=0.0838, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 348/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 348/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  74%|███████▍  | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▍  | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▍  | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▍  | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.234, alignment/train=0.0824, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▍  | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.0972, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▌  | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.214, alignment/train=0.0972, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▌  | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▌  | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.210, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▌  | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0786, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▌  | 354/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0786, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  75%|███████▌  | 354/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.219, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▌  | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.219, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▌  | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.209, alignment/train=0.0664, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▌  | 356/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0664, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▌  | 356/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.215, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▌  | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.215, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▌  | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.213, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▋  | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.213, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  76%|███████▋  | 358/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.227, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.227, alignment/train=0.081, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.231, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.231, alignment/train=0.083, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.242, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.242, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.210, alignment/train=0.0819, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.210, alignment/train=0.0819, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  77%|███████▋  | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.293, alignment/train=0.0979, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.230, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 365/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.230, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 365/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 366/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 367/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 367/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  78%|███████▊  | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▉  | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▉  | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.241, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▉  | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.241, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▉  | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.198, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▉  | 372/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  79%|███████▉  | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|███████▉  | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|███████▉  | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.218, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|███████▉  | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0928, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|███████▉  | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|███████▉  | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|███████▉  | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.223, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|████████  | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.0852, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|████████  | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.245, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|████████  | 377/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.245, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  80%|████████  | 377/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.209, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.229, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.229, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.211, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 381/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0875, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████  | 381/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.222, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.222, alignment/train=0.0842, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.239, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.239, alignment/train=0.089, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.226, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.226, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.236, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.236, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.235, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 388/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 388/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 389/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.214, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 389/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.219, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.219, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.241, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.241, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.188, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.264, alignment/train=0.0983, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.264, alignment/train=0.0983, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.290, alignment/train=0.0815, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.290, alignment/train=0.0815, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.209, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.0843, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.0843, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.265, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.245, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.245, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.235, alignment/train=0.0881, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 408/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.235, alignment/train=0.0881, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 408/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.243, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.243, alignment/train=0.0961, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.250, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.218, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.218, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.200, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.228, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.228, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.233, alignment/train=0.0841, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.277, alignment/train=0.108, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.232, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.232, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0788, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.206, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.206, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.233, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0813, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.213, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.213, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.194, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.202, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.202, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0797, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0797, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.247, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 433/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.247, alignment/train=0.0913, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  92%|█████████▏| 433/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 434/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 434/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.222, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.222, alignment/train=0.0795, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0811, uniformity/train=-3.45, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.213, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.282, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.282, alignment/train=0.0985, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.185, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.0736, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 441/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 441/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.206, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.228, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▍| 444/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.228, alignment/train=0.0872, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▍| 444/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.230, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.230, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.236, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0923, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.229, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 449/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.229, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 449/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0785, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0785, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 451/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0759, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▌| 451/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▋| 452/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.189, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  96%|█████████▋| 452/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 453/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 453/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.217, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 454/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.217, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 454/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.225, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 456/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.225, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 456/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.246, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 457/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.246, alignment/train=0.0974, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  97%|█████████▋| 457/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.249, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 458/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.249, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 458/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.218, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 459/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.218, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 459/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.251, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.251, alignment/train=0.103, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.232, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 461/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.232, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  98%|█████████▊| 461/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▊| 462/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.221, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▊| 462/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.215, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▊| 463/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.215, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▊| 463/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▉| 464/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▉| 464/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.235, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.235, alignment/train=0.104, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.203, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▉| 466/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.203, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11:  99%|█████████▉| 466/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.207, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 467/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.207, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 467/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.158, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 468/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.158, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|█████████▉| 468/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.226, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|██████████| 469/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.226, alignment/train=0.102, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]
Epoch 11: 100%|██████████| 469/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.461, alignment/val=0.0899, uniformity/val=-3.58, contrastive_acc/val=0.914]

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Epoch 11: 100%|██████████| 469/469 [00:49<00:00,  9.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 11: 100%|██████████| 469/469 [00:49<00:00,  9.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 11:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   0%|          | 1/469 [00:01<12:29,  0.62it/s, v_num=9, loss/train=0.154, alignment/train=0.0816, uniformity/train=-3.50, contrastive_acc/train=0.995, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   0%|          | 1/469 [00:01<12:29,  0.62it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   0%|          | 2/469 [00:01<06:43,  1.16it/s, v_num=9, loss/train=0.259, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   0%|          | 2/469 [00:01<06:43,  1.16it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|          | 3/469 [00:01<04:37,  1.68it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|          | 3/469 [00:01<04:37,  1.68it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.220, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|          | 5/469 [00:01<03:04,  2.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|          | 5/469 [00:01<03:04,  2.51it/s, v_num=9, loss/train=0.205, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|▏         | 6/469 [00:02<02:37,  2.94it/s, v_num=9, loss/train=0.205, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|▏         | 6/469 [00:02<02:37,  2.94it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|▏         | 7/469 [00:02<02:21,  3.27it/s, v_num=9, loss/train=0.207, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   1%|▏         | 7/469 [00:02<02:21,  3.26it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 8/469 [00:02<02:06,  3.64it/s, v_num=9, loss/train=0.218, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 8/469 [00:02<02:06,  3.64it/s, v_num=9, loss/train=0.189, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 9/469 [00:02<01:56,  3.97it/s, v_num=9, loss/train=0.189, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 9/469 [00:02<01:56,  3.96it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 10/469 [00:02<01:48,  4.25it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 10/469 [00:02<01:48,  4.25it/s, v_num=9, loss/train=0.210, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 11/469 [00:02<01:43,  4.43it/s, v_num=9, loss/train=0.210, alignment/train=0.0912, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   2%|▏         | 11/469 [00:02<01:43,  4.43it/s, v_num=9, loss/train=0.200, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 12/469 [00:02<01:38,  4.63it/s, v_num=9, loss/train=0.200, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 12/469 [00:02<01:38,  4.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 13/469 [00:02<01:33,  4.89it/s, v_num=9, loss/train=0.167, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 13/469 [00:02<01:33,  4.89it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 14/469 [00:02<01:29,  5.09it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 14/469 [00:02<01:29,  5.09it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 15/469 [00:02<01:26,  5.24it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 15/469 [00:02<01:26,  5.24it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 16/469 [00:02<01:22,  5.48it/s, v_num=9, loss/train=0.242, alignment/train=0.0926, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   3%|▎         | 16/469 [00:02<01:22,  5.48it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▎         | 17/469 [00:03<01:20,  5.64it/s, v_num=9, loss/train=0.204, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▎         | 17/469 [00:03<01:20,  5.64it/s, v_num=9, loss/train=0.215, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 18/469 [00:03<01:17,  5.84it/s, v_num=9, loss/train=0.215, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 18/469 [00:03<01:17,  5.84it/s, v_num=9, loss/train=0.221, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 19/469 [00:03<01:16,  5.87it/s, v_num=9, loss/train=0.221, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 19/469 [00:03<01:16,  5.87it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 20/469 [00:03<01:14,  6.06it/s, v_num=9, loss/train=0.269, alignment/train=0.0838, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 20/469 [00:03<01:14,  6.06it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 21/469 [00:03<01:11,  6.25it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   4%|▍         | 21/469 [00:03<01:11,  6.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▍         | 22/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▍         | 22/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.221, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▍         | 23/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.221, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▍         | 23/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.224, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▌         | 24/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.224, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▌         | 24/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▌         | 25/469 [00:03<01:05,  6.77it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   5%|▌         | 25/469 [00:03<01:05,  6.77it/s, v_num=9, loss/train=0.244, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 26/469 [00:03<01:04,  6.85it/s, v_num=9, loss/train=0.244, alignment/train=0.0975, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 26/469 [00:03<01:04,  6.84it/s, v_num=9, loss/train=0.206, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 27/469 [00:03<01:03,  6.91it/s, v_num=9, loss/train=0.206, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 27/469 [00:03<01:03,  6.91it/s, v_num=9, loss/train=0.181, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 28/469 [00:03<01:02,  7.05it/s, v_num=9, loss/train=0.181, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 28/469 [00:03<01:02,  7.05it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.244, alignment/train=0.0967, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▋         | 30/469 [00:04<01:01,  7.15it/s, v_num=9, loss/train=0.244, alignment/train=0.0967, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   6%|▋         | 30/469 [00:04<01:01,  7.15it/s, v_num=9, loss/train=0.283, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 31/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.283, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 31/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.188, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 32/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.188, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 32/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.225, alignment/train=0.108, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 33/469 [00:04<00:58,  7.48it/s, v_num=9, loss/train=0.225, alignment/train=0.108, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 33/469 [00:04<00:58,  7.48it/s, v_num=9, loss/train=0.219, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 34/469 [00:04<00:57,  7.59it/s, v_num=9, loss/train=0.219, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 34/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.227, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 35/469 [00:04<00:56,  7.71it/s, v_num=9, loss/train=0.227, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   7%|▋         | 35/469 [00:04<00:56,  7.71it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 36/469 [00:04<00:55,  7.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 36/469 [00:04<00:55,  7.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 37/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 37/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.199, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 38/469 [00:04<00:54,  7.97it/s, v_num=9, loss/train=0.199, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 38/469 [00:04<00:54,  7.97it/s, v_num=9, loss/train=0.258, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 39/469 [00:04<00:54,  7.96it/s, v_num=9, loss/train=0.258, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   8%|▊         | 39/469 [00:04<00:54,  7.96it/s, v_num=9, loss/train=0.224, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▊         | 40/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.224, alignment/train=0.0884, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▊         | 40/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.246, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▊         | 41/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.246, alignment/train=0.0887, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▊         | 41/469 [00:05<00:54,  7.87it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▉         | 42/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.239, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▉         | 42/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.230, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▉         | 43/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.230, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▉         | 43/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▉         | 44/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.172, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   9%|▉         | 44/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.210, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|▉         | 45/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.210, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|▉         | 45/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|▉         | 46/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|▉         | 46/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.250, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|█         | 47/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.250, alignment/train=0.0968, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|█         | 47/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|█         | 48/469 [00:05<00:50,  8.29it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|█         | 48/469 [00:05<00:50,  8.29it/s, v_num=9, loss/train=0.179, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|█         | 49/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.179, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  10%|█         | 49/469 [00:05<00:50,  8.30it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█         | 50/469 [00:06<00:50,  8.31it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█         | 50/469 [00:06<00:50,  8.31it/s, v_num=9, loss/train=0.220, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█         | 51/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.220, alignment/train=0.0835, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█         | 51/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.243, alignment/train=0.0995, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█         | 52/469 [00:06<00:49,  8.41it/s, v_num=9, loss/train=0.243, alignment/train=0.0995, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.244, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█▏        | 53/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.244, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  11%|█▏        | 53/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.193, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 54/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 54/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.227, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 55/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.227, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 55/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.214, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 56/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.214, alignment/train=0.100, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 56/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.256, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 57/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.256, alignment/train=0.0885, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 57/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 58/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.202, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  12%|█▏        | 58/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.233, alignment/train=0.104, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 59/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.233, alignment/train=0.104, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 59/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.263, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 60/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.263, alignment/train=0.0902, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 60/469 [00:06<00:46,  8.84it/s, v_num=9, loss/train=0.248, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 61/469 [00:06<00:46,  8.84it/s, v_num=9, loss/train=0.248, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 61/469 [00:06<00:46,  8.83it/s, v_num=9, loss/train=0.224, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 62/469 [00:07<00:46,  8.84it/s, v_num=9, loss/train=0.224, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 62/469 [00:07<00:46,  8.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 63/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  13%|█▎        | 63/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.188, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▎        | 64/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▎        | 64/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.175, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 65/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.175, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 65/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.228, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 66/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.228, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 66/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.195, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 67/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.195, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 67/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.250, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 68/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.250, alignment/train=0.0911, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  14%|█▍        | 68/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.191, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▍        | 69/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.191, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▍        | 69/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.228, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▍        | 70/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.228, alignment/train=0.0896, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▍        | 70/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▌        | 71/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▌        | 71/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.211, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▌        | 72/469 [00:07<00:43,  9.06it/s, v_num=9, loss/train=0.211, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  15%|█▌        | 72/469 [00:07<00:43,  9.06it/s, v_num=9, loss/train=0.225, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 73/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.225, alignment/train=0.0874, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 73/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.207, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 74/469 [00:08<00:43,  9.17it/s, v_num=9, loss/train=0.207, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 74/469 [00:08<00:43,  9.17it/s, v_num=9, loss/train=0.231, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 75/469 [00:08<00:43,  9.16it/s, v_num=9, loss/train=0.231, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 75/469 [00:08<00:43,  9.16it/s, v_num=9, loss/train=0.238, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.238, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▋        | 77/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  16%|█▋        | 77/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.188, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 78/469 [00:08<00:42,  9.30it/s, v_num=9, loss/train=0.188, alignment/train=0.0836, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 78/469 [00:08<00:42,  9.29it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 79/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.198, alignment/train=0.078, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 79/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.242, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 80/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.242, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 80/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.220, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 81/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.220, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 81/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 82/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.199, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  17%|█▋        | 82/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.213, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 83/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.213, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 83/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.220, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 84/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.220, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 84/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 85/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 85/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.216, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 86/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.216, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  18%|█▊        | 86/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.238, alignment/train=0.0739, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▊        | 87/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.238, alignment/train=0.0739, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▊        | 87/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.223, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 88/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.223, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 88/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 89/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.221, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 89/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.207, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 90/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.207, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 90/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 91/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  19%|█▉        | 91/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.237, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|█▉        | 92/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.237, alignment/train=0.0845, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|█▉        | 92/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.233, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|█▉        | 93/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.233, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|█▉        | 93/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|██        | 94/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|██        | 94/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|██        | 95/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.237, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|██        | 95/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.208, alignment/train=0.0978, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|██        | 96/469 [00:10<00:39,  9.52it/s, v_num=9, loss/train=0.208, alignment/train=0.0978, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  20%|██        | 96/469 [00:10<00:39,  9.52it/s, v_num=9, loss/train=0.271, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██        | 97/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.271, alignment/train=0.0898, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██        | 97/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.209, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██        | 98/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██        | 98/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██        | 99/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██        | 99/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██▏       | 100/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  21%|██▏       | 100/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.219, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.219, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.194, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 102/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.194, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 102/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 103/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.212, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 103/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 104/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 104/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.193, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 105/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.193, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  22%|██▏       | 105/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 106/469 [00:10<00:37,  9.72it/s, v_num=9, loss/train=0.186, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 106/469 [00:10<00:37,  9.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 107/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.225, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 107/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.193, alignment/train=0.0901, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 108/469 [00:11<00:37,  9.71it/s, v_num=9, loss/train=0.193, alignment/train=0.0901, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 108/469 [00:11<00:37,  9.71it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 109/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 109/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 110/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  23%|██▎       | 110/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.207, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▎       | 111/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▎       | 111/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▍       | 112/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▍       | 112/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.218, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▍       | 113/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.218, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▍       | 113/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.266, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▍       | 114/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.266, alignment/train=0.0951, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  24%|██▍       | 114/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▍       | 115/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▍       | 115/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▍       | 116/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▍       | 116/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.236, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▍       | 117/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.236, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▍       | 117/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▌       | 118/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▌       | 118/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▌       | 119/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  25%|██▌       | 119/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.237, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 120/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.237, alignment/train=0.0869, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 120/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 121/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 121/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.234, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 122/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.234, alignment/train=0.0964, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 122/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.237, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 123/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.237, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▌       | 123/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▋       | 124/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  26%|██▋       | 124/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 125/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 125/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.218, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 126/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.218, alignment/train=0.0954, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 126/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.209, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 127/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.209, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 127/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.219, alignment/train=0.0979, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 128/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.219, alignment/train=0.0979, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  27%|██▋       | 128/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.212, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 129/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.212, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 129/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 130/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 130/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.215, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.215, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.237, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.237, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.196, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.196, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  28%|██▊       | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.200, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▊       | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.200, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▊       | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.221, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.221, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.195, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.195, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.213, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 137/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.213, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 137/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.199, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.199, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  29%|██▉       | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.198, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|██▉       | 139/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.198, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|██▉       | 139/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.204, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|██▉       | 140/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.204, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|██▉       | 140/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.201, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|███       | 141/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.201, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|███       | 141/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|███       | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.208, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|███       | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.199, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|███       | 143/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.199, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  30%|███       | 143/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.243, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███       | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.243, alignment/train=0.0914, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███       | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.224, alignment/train=0.0822, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.224, alignment/train=0.0822, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.219, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███       | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.219, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███       | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.236, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.236, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.202, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0866, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 149/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.226, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 149/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 150/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 150/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 151/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 151/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 152/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.214, alignment/train=0.0824, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  32%|███▏      | 152/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.171, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 154/469 [00:15<00:31, 10.13it/s, v_num=9, loss/train=0.171, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 154/469 [00:15<00:31, 10.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 155/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.197, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 155/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.233, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  33%|███▎      | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.222, alignment/train=0.096, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▎      | 158/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.222, alignment/train=0.096, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▎      | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.214, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▍      | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.214, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▍      | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.224, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▍      | 160/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.224, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▍      | 160/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▍      | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.220, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  34%|███▍      | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▍      | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▍      | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▍      | 163/469 [00:15<00:29, 10.23it/s, v_num=9, loss/train=0.241, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▍      | 163/469 [00:15<00:29, 10.23it/s, v_num=9, loss/train=0.262, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.262, alignment/train=0.104, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▌      | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▌      | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▌      | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  35%|███▌      | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.226, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 168/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0854, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 168/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.209, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.215, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.215, alignment/train=0.0937, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.179, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▋      | 171/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  36%|███▋      | 171/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.233, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.236, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.236, alignment/train=0.0961, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.258, alignment/train=0.101, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  37%|███▋      | 175/469 [00:16<00:28, 10.29it/s, v_num=9, loss/train=0.192, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.192, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 176/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.249, alignment/train=0.0933, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.219, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 178/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.219, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 178/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.221, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.216, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.216, alignment/train=0.0899, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  38%|███▊      | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▊      | 181/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▊      | 181/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.200, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.243, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.243, alignment/train=0.0904, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 184/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 184/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.206, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.206, alignment/train=0.0942, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  39%|███▉      | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|███▉      | 186/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|███▉      | 186/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.179, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|███▉      | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.179, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|███▉      | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.230, alignment/train=0.0873, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|████      | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.230, alignment/train=0.0873, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|████      | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|████      | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  40%|████      | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 190/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 190/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.234, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.234, alignment/train=0.086, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0931, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 192/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████      | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████▏     | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  41%|████▏     | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 196/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 196/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.218, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.218, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.247, alignment/train=0.0937, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  42%|████▏     | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.222, alignment/train=0.0948, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 202/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0948, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 202/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.202, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.202, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.191, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.191, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  43%|████▎     | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.218, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▎     | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.218, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▎     | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.193, alignment/train=0.0948, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▍     | 206/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.193, alignment/train=0.0948, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▍     | 206/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▍     | 207/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▍     | 207/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.225, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.225, alignment/train=0.0893, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.235, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.235, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.201, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.201, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▍     | 211/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.216, alignment/train=0.0818, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▌     | 212/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.216, alignment/train=0.0818, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▌     | 212/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▌     | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  45%|████▌     | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.238, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▌     | 214/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.238, alignment/train=0.0887, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▌     | 214/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.206, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▌     | 215/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▌     | 215/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.205, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▌     | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.205, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▌     | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.208, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.251, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.251, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.219, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.219, alignment/train=0.0885, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.229, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.229, alignment/train=0.0856, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.218, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 222/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.218, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  47%|████▋     | 222/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.223, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 223/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.223, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 223/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.188, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.188, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 226/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.228, alignment/train=0.090, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 226/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.218, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.218, alignment/train=0.0848, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  48%|████▊     | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▊     | 228/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▊     | 228/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.228, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.228, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 231/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 231/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.217, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.217, alignment/train=0.0992, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  49%|████▉     | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|████▉     | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|████▉     | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.257, alignment/train=0.0992, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|████▉     | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.257, alignment/train=0.0992, uniformity/train=-3.49, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|████▉     | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.215, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|█████     | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.215, alignment/train=0.0858, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|█████     | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.236, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|█████     | 236/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.236, alignment/train=0.0859, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  50%|█████     | 236/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.233, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 237/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.233, alignment/train=0.0902, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 237/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.196, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.244, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.244, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.222, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████▏    | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.222, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  51%|█████▏    | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.204, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.202, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 245/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.252, alignment/train=0.0915, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 245/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  52%|█████▏    | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.219, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.219, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.186, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 249/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 249/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.200, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.200, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.234, alignment/train=0.0968, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▎    | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.234, alignment/train=0.0968, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▎    | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.178, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▎    | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.178, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▎    | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▍    | 253/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▍    | 253/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▍    | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▍    | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.228, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▍    | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.228, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  54%|█████▍    | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▍    | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.201, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▍    | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▍    | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▍    | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▌    | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▌    | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▌    | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▌    | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.231, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▌    | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.231, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  55%|█████▌    | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.227, alignment/train=0.0998, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▌    | 261/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.227, alignment/train=0.0998, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▌    | 261/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▌    | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▌    | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▌    | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0852, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▌    | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.236, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▋    | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.236, alignment/train=0.0953, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  56%|█████▋    | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.205, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.205, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.232, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.232, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.223, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.166, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  57%|█████▋    | 269/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 271/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0802, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 271/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.219, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.219, alignment/train=0.0829, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 274/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.208, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  58%|█████▊    | 274/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▊    | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▊    | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.228, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 277/469 [00:26<00:18, 10.63it/s, v_num=9, loss/train=0.228, alignment/train=0.0947, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 277/469 [00:26<00:18, 10.63it/s, v_num=9, loss/train=0.210, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.210, alignment/train=0.0949, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.167, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  59%|█████▉    | 279/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.227, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|█████▉    | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.227, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|█████▉    | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.214, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|██████    | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.214, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  60%|██████    | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.212, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.212, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 284/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 285/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.197, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 285/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 286/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.252, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 286/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████    | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.219, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████▏   | 288/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.219, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  61%|██████▏   | 288/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.211, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.211, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.200, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.200, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.232, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.241, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 292/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.241, alignment/train=0.0944, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 292/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.218, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  62%|██████▏   | 293/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.246, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.246, alignment/train=0.0794, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.260, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.260, alignment/train=0.0763, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 296/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.217, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.217, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.217, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.217, alignment/train=0.0806, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.212, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 300/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.212, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 300/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.237, alignment/train=0.0981, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0981, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.225, alignment/train=0.0953, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▍   | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.225, alignment/train=0.0953, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▍   | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▍   | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▍   | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▌   | 305/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▌   | 305/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.249, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▌   | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.249, alignment/train=0.0814, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▌   | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.268, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▌   | 307/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.268, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  65%|██████▌   | 307/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▌   | 308/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.270, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.270, alignment/train=0.0863, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 314/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.248, alignment/train=0.0927, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 314/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0796, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.237, alignment/train=0.0841, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.237, alignment/train=0.0841, uniformity/train=-3.47, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  67%|██████▋   | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 318/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.243, alignment/train=0.0967, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 318/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.210, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  68%|██████▊   | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▊   | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.215, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▊   | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.266, alignment/train=0.0999, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▉   | 323/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.266, alignment/train=0.0999, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▉   | 323/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▉   | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.196, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▉   | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.218, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▉   | 325/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.218, alignment/train=0.101, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  69%|██████▉   | 325/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|██████▉   | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|██████▉   | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0698, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|██████▉   | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0698, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|██████▉   | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.280, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.280, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|███████   | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  70%|███████   | 330/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 332/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.214, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 332/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 334/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████   | 334/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.288, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████▏  | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.288, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  71%|███████▏  | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.270, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 336/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.270, alignment/train=0.0853, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 336/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.205, alignment/train=0.0769, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.205, alignment/train=0.0769, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 339/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  72%|███████▏  | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.232, alignment/train=0.0986, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.232, alignment/train=0.0986, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▎  | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▎  | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.238, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.238, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.240, alignment/train=0.0884, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.240, alignment/train=0.0884, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.213, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 348/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.213, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 348/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.206, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▍  | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▍  | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.216, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▍  | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.216, alignment/train=0.0909, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▍  | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▌  | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▌  | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▌  | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▌  | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▌  | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.192, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  75%|███████▌  | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▌  | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▌  | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.227, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.227, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0777, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 359/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.224, alignment/train=0.0777, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 359/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.233, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 360/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.233, alignment/train=0.0931, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 360/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.232, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 362/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.232, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 362/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.230, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 365/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.230, alignment/train=0.109, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 365/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.224, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.224, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0934, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.206, alignment/train=0.0934, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  78%|███████▊  | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.220, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.253, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▉  | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.253, alignment/train=0.0971, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▉  | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▉  | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▉  | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.228, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▉  | 372/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.228, alignment/train=0.0817, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  79%|███████▉  | 372/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|███████▉  | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|███████▉  | 373/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|███████▉  | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|███████▉  | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|███████▉  | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|███████▉  | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.195, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|████████  | 376/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|████████  | 376/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.238, alignment/train=0.0782, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|████████  | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.238, alignment/train=0.0782, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  80%|████████  | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.266, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.266, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.236, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.236, alignment/train=0.0844, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████  | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.224, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.224, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.095, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.198, alignment/train=0.095, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.220, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.220, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.216, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.188, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  82%|████████▏ | 386/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.207, alignment/train=0.0919, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 387/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0919, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 387/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.224, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.224, alignment/train=0.0901, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.209, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.209, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.218, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.218, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.209, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.209, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.255, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.255, alignment/train=0.094, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.229, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.229, alignment/train=0.0989, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.206, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.206, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.218, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.218, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.248, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.248, alignment/train=0.0811, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 401/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.212, alignment/train=0.081, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 401/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.245, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 402/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.245, alignment/train=0.0894, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 402/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 403/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 403/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  86%|████████▋ | 405/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 407/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 407/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 408/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 408/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.263, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.263, alignment/train=0.097, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.264, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.264, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 412/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 412/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.255, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.255, alignment/train=0.0952, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 413/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.196, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 415/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.196, alignment/train=0.0982, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  88%|████████▊ | 415/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▉ | 417/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▉ | 417/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.204, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.218, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.218, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|████████▉ | 420/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|████████▉ | 421/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|████████▉ | 421/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|████████▉ | 422/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|████████▉ | 422/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0791, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|█████████ | 423/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0791, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|█████████ | 423/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.226, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|█████████ | 424/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.226, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  90%|█████████ | 424/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0941, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████ | 425/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0941, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████ | 425/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.219, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.219, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████▏| 428/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.202, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████▏| 428/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.240, alignment/train=0.0734, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████▏| 429/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.240, alignment/train=0.0734, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  91%|█████████▏| 429/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.253, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.253, alignment/train=0.0893, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 433/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0831, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  92%|█████████▏| 433/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.233, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.210, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.228, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.228, alignment/train=0.0939, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.244, alignment/train=0.0779, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.244, alignment/train=0.0779, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.0912, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.0912, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.231, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.231, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.206, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.218, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0798, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.210, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.210, alignment/train=0.0768, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.192, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.192, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▍| 445/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▌| 446/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▌| 446/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.233, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.233, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.208, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.208, alignment/train=0.0944, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.269, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.269, alignment/train=0.0907, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.317, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.317, alignment/train=0.111, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.218, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.218, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.196, alignment/train=0.093, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.196, alignment/train=0.093, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.206, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.206, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.184, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.184, alignment/train=0.0798, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.197, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.197, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.215, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.215, alignment/train=0.0755, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.180, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.200, alignment/train=0.0767, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:  99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.222, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.222, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.227, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.227, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.212, alignment/train=0.0761, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.212, alignment/train=0.0761, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.447, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]

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Epoch 12: 100%|██████████| 469/469 [00:48<00:00,  9.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12: 100%|██████████| 469/469 [00:48<00:00,  9.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 12:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   0%|          | 1/469 [00:01<10:29,  0.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0793, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   0%|          | 1/469 [00:01<10:30,  0.74it/s, v_num=9, loss/train=0.259, alignment/train=0.0973, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   0%|          | 2/469 [00:01<06:14,  1.25it/s, v_num=9, loss/train=0.259, alignment/train=0.0973, uniformity/train=-3.46, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   0%|          | 2/469 [00:01<06:14,  1.25it/s, v_num=9, loss/train=0.260, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|          | 3/469 [00:01<04:52,  1.59it/s, v_num=9, loss/train=0.260, alignment/train=0.0807, uniformity/train=-3.43, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|          | 3/469 [00:01<04:52,  1.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|          | 4/469 [00:01<03:47,  2.05it/s, v_num=9, loss/train=0.217, alignment/train=0.0743, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|          | 4/469 [00:01<03:47,  2.05it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|          | 5/469 [00:02<03:06,  2.49it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|          | 5/469 [00:02<03:06,  2.48it/s, v_num=9, loss/train=0.194, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|▏         | 6/469 [00:02<02:39,  2.90it/s, v_num=9, loss/train=0.194, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|▏         | 6/469 [00:02<02:39,  2.90it/s, v_num=9, loss/train=0.224, alignment/train=0.0738, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|▏         | 7/469 [00:02<02:24,  3.19it/s, v_num=9, loss/train=0.224, alignment/train=0.0738, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   1%|▏         | 7/469 [00:02<02:24,  3.19it/s, v_num=9, loss/train=0.218, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 8/469 [00:02<02:11,  3.52it/s, v_num=9, loss/train=0.218, alignment/train=0.091, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 8/469 [00:02<02:11,  3.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0832, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.223, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 10/469 [00:02<01:52,  4.10it/s, v_num=9, loss/train=0.223, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 10/469 [00:02<01:52,  4.10it/s, v_num=9, loss/train=0.203, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 11/469 [00:02<01:43,  4.41it/s, v_num=9, loss/train=0.203, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   2%|▏         | 11/469 [00:02<01:43,  4.41it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 12/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 12/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 13/469 [00:02<01:36,  4.71it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 13/469 [00:02<01:36,  4.71it/s, v_num=9, loss/train=0.223, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 14/469 [00:02<01:31,  4.96it/s, v_num=9, loss/train=0.223, alignment/train=0.0922, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 14/469 [00:02<01:31,  4.96it/s, v_num=9, loss/train=0.240, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 15/469 [00:02<01:27,  5.19it/s, v_num=9, loss/train=0.240, alignment/train=0.0973, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 15/469 [00:02<01:27,  5.19it/s, v_num=9, loss/train=0.200, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.200, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▎         | 17/469 [00:03<01:21,  5.57it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▎         | 17/469 [00:03<01:21,  5.57it/s, v_num=9, loss/train=0.206, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 18/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.206, alignment/train=0.0826, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 18/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.233, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 19/469 [00:03<01:17,  5.80it/s, v_num=9, loss/train=0.233, alignment/train=0.0811, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 19/469 [00:03<01:17,  5.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 20/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.180, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 20/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.229, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 21/469 [00:03<01:12,  6.14it/s, v_num=9, loss/train=0.229, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   4%|▍         | 21/469 [00:03<01:12,  6.14it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▍         | 22/469 [00:03<01:11,  6.26it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▍         | 22/469 [00:03<01:11,  6.26it/s, v_num=9, loss/train=0.199, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.199, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▌         | 24/469 [00:03<01:08,  6.53it/s, v_num=9, loss/train=0.200, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▌         | 24/469 [00:03<01:08,  6.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▌         | 25/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   5%|▌         | 25/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 26/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.202, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 26/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.202, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 27/469 [00:03<01:04,  6.85it/s, v_num=9, loss/train=0.202, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 27/469 [00:03<01:04,  6.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0761, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 28/469 [00:04<01:03,  6.94it/s, v_num=9, loss/train=0.218, alignment/train=0.0761, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 28/469 [00:04<01:03,  6.94it/s, v_num=9, loss/train=0.215, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 29/469 [00:04<01:02,  7.03it/s, v_num=9, loss/train=0.215, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▌         | 29/469 [00:04<01:02,  7.02it/s, v_num=9, loss/train=0.210, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▋         | 30/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.210, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   6%|▋         | 30/469 [00:04<01:01,  7.11it/s, v_num=9, loss/train=0.204, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 31/469 [00:04<01:01,  7.17it/s, v_num=9, loss/train=0.204, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 31/469 [00:04<01:01,  7.17it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 32/469 [00:04<00:59,  7.29it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 32/469 [00:04<00:59,  7.29it/s, v_num=9, loss/train=0.214, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 33/469 [00:04<00:59,  7.39it/s, v_num=9, loss/train=0.214, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 33/469 [00:04<00:59,  7.39it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 34/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.217, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 34/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 35/469 [00:04<00:57,  7.57it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   7%|▋         | 35/469 [00:04<00:57,  7.57it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 36/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 36/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 37/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 37/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 38/469 [00:04<00:55,  7.73it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 38/469 [00:04<00:55,  7.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 39/469 [00:05<00:55,  7.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   8%|▊         | 39/469 [00:05<00:55,  7.74it/s, v_num=9, loss/train=0.190, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.190, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▊         | 41/469 [00:05<00:54,  7.92it/s, v_num=9, loss/train=0.231, alignment/train=0.0925, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▊         | 41/469 [00:05<00:54,  7.92it/s, v_num=9, loss/train=0.212, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▉         | 42/469 [00:05<00:53,  8.02it/s, v_num=9, loss/train=0.212, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▉         | 42/469 [00:05<00:53,  8.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0849, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.201, alignment/train=0.0849, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.233, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▉         | 44/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.233, alignment/train=0.0916, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:   9%|▉         | 44/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|▉         | 45/469 [00:05<00:52,  8.14it/s, v_num=9, loss/train=0.196, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|▉         | 45/469 [00:05<00:52,  8.14it/s, v_num=9, loss/train=0.203, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|▉         | 46/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0921, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|▉         | 46/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|█         | 47/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|█         | 47/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.205, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|█         | 48/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.205, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|█         | 48/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|█         | 49/469 [00:05<00:50,  8.39it/s, v_num=9, loss/train=0.231, alignment/train=0.0875, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  10%|█         | 49/469 [00:05<00:50,  8.39it/s, v_num=9, loss/train=0.218, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█         | 50/469 [00:05<00:49,  8.46it/s, v_num=9, loss/train=0.218, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█         | 50/469 [00:05<00:49,  8.46it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█         | 51/469 [00:06<00:49,  8.44it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█         | 51/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█         | 52/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█         | 52/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█▏        | 53/469 [00:06<00:49,  8.44it/s, v_num=9, loss/train=0.201, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  11%|█▏        | 53/469 [00:06<00:49,  8.44it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 54/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 54/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 55/469 [00:06<00:48,  8.59it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 55/469 [00:06<00:48,  8.59it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 56/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0855, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 56/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.269, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 57/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.269, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 57/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.196, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.220, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 59/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.220, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 59/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.244, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 60/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.244, alignment/train=0.0934, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 60/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 61/469 [00:06<00:46,  8.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 61/469 [00:06<00:46,  8.84it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 62/469 [00:06<00:45,  8.86it/s, v_num=9, loss/train=0.232, alignment/train=0.0871, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 62/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.191, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 63/469 [00:07<00:46,  8.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  13%|█▎        | 63/469 [00:07<00:46,  8.81it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▎        | 64/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▎        | 64/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 65/469 [00:07<00:45,  8.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 65/469 [00:07<00:45,  8.95it/s, v_num=9, loss/train=0.274, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 66/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.274, alignment/train=0.0898, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 66/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.200, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 67/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.200, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 67/469 [00:07<00:44,  8.94it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 68/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  14%|█▍        | 68/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.195, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▍        | 69/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.195, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▍        | 69/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.199, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▍        | 70/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.199, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▍        | 70/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.205, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▌        | 71/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.205, alignment/train=0.0936, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▌        | 71/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.235, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▌        | 72/469 [00:07<00:43,  9.14it/s, v_num=9, loss/train=0.235, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  15%|█▌        | 72/469 [00:07<00:43,  9.14it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 73/469 [00:07<00:43,  9.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 73/469 [00:07<00:43,  9.15it/s, v_num=9, loss/train=0.240, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 74/469 [00:08<00:43,  9.13it/s, v_num=9, loss/train=0.240, alignment/train=0.0828, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 74/469 [00:08<00:43,  9.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 75/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.197, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 75/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 76/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▌        | 76/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▋        | 77/469 [00:08<00:42,  9.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  16%|█▋        | 77/469 [00:08<00:42,  9.30it/s, v_num=9, loss/train=0.180, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 78/469 [00:08<00:42,  9.31it/s, v_num=9, loss/train=0.180, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 78/469 [00:08<00:42,  9.31it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 79/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 79/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.186, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 80/469 [00:08<00:41,  9.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 80/469 [00:08<00:41,  9.26it/s, v_num=9, loss/train=0.188, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 81/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.188, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 81/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.196, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 82/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  17%|█▋        | 82/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.176, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 83/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.176, alignment/train=0.0738, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 83/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 84/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.202, alignment/train=0.0904, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 84/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.198, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 85/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.198, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 85/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.203, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 86/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.203, alignment/train=0.0826, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  18%|█▊        | 86/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.267, alignment/train=0.084, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▊        | 87/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.267, alignment/train=0.084, uniformity/train=-3.47, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▊        | 87/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.197, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 88/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.197, alignment/train=0.0775, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 88/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.198, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 89/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.198, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 89/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 90/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 90/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.216, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 91/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.216, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  19%|█▉        | 91/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.203, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|█▉        | 92/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.203, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|█▉        | 92/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.196, alignment/train=0.0712, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|█▉        | 93/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.196, alignment/train=0.0712, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|█▉        | 93/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.215, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|██        | 94/469 [00:09<00:39,  9.58it/s, v_num=9, loss/train=0.215, alignment/train=0.0869, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|██        | 94/469 [00:09<00:39,  9.58it/s, v_num=9, loss/train=0.189, alignment/train=0.0648, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|██        | 95/469 [00:09<00:38,  9.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0648, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|██        | 95/469 [00:09<00:38,  9.61it/s, v_num=9, loss/train=0.216, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|██        | 96/469 [00:09<00:38,  9.65it/s, v_num=9, loss/train=0.216, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  20%|██        | 96/469 [00:09<00:38,  9.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██        | 97/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.205, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██        | 97/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.254, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██        | 98/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.254, alignment/train=0.0907, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██        | 98/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██        | 99/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██        | 99/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██▏       | 100/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.211, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  21%|██▏       | 100/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 101/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 101/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.206, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 102/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.206, alignment/train=0.0809, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 102/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.274, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 103/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.274, alignment/train=0.0828, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 103/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 104/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.206, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 104/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.202, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 105/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.202, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.185, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 106/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.185, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 106/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 107/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.239, alignment/train=0.0845, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 107/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 108/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 108/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.224, alignment/train=0.0791, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 109/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0791, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 109/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0725, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 110/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0725, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  23%|██▎       | 110/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▎       | 111/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▎       | 111/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.242, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▍       | 112/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0889, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▍       | 112/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▍       | 113/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▍       | 113/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▍       | 114/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0918, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  24%|██▍       | 114/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.225, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▍       | 115/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.225, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▍       | 115/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.208, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▍       | 116/469 [00:11<00:35,  9.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▍       | 116/469 [00:11<00:35,  9.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▍       | 117/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.216, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▍       | 117/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.241, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▌       | 118/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.241, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▌       | 118/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 120/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 120/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 121/469 [00:12<00:35,  9.88it/s, v_num=9, loss/train=0.200, alignment/train=0.0965, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 121/469 [00:12<00:35,  9.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 122/469 [00:12<00:35,  9.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 122/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 123/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▌       | 123/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.201, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.201, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 125/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 125/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.222, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 126/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.222, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 126/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.199, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 127/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.199, alignment/train=0.0837, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 127/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.236, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 128/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.236, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  27%|██▋       | 128/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.215, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 129/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.215, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 129/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.205, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 130/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.205, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 130/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.209, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 131/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.209, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 131/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.207, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 132/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.207, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 132/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.183, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 133/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.183, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  28%|██▊       | 133/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0925, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▊       | 134/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0925, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▊       | 134/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 135/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 135/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.205, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.205, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.218, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 137/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.218, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 137/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.198, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 138/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.198, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  29%|██▉       | 138/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.209, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|██▉       | 139/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.209, alignment/train=0.0752, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|██▉       | 139/469 [00:13<00:32, 10.08it/s, v_num=9, loss/train=0.231, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|██▉       | 140/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.231, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|██▉       | 140/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.201, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|███       | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.201, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|███       | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.217, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|███       | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.217, alignment/train=0.0895, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|███       | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.194, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|███       | 143/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.194, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  30%|███       | 143/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.204, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███       | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.204, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███       | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███       | 145/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███       | 145/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.169, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███       | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███       | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.211, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███▏      | 147/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.211, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  31%|███▏      | 147/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.231, alignment/train=0.0867, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.218, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0803, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 151/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0803, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 151/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.219, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 152/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.219, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  32%|███▏      | 152/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.209, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.209, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 154/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.204, alignment/train=0.090, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.197, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.197, alignment/train=0.091, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.205, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.205, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.216, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▎      | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.216, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▎      | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.207, alignment/train=0.0713, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.207, alignment/train=0.0713, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.215, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▍      | 160/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.215, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▍      | 160/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▍      | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  34%|███▍      | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▍      | 162/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▍      | 162/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.223, alignment/train=0.0867, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▍      | 163/469 [00:15<00:29, 10.25it/s, v_num=9, loss/train=0.223, alignment/train=0.0867, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▍      | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▍      | 164/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▍      | 164/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.235, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▌      | 165/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.235, alignment/train=0.0948, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▌      | 165/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▌      | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  35%|███▌      | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.218, alignment/train=0.0922, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 168/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.187, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 168/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 169/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.205, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.205, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.188, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▋      | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.188, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  36%|███▋      | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.186, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 172/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.183, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.183, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.210, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.210, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.214, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.196, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.196, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 177/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 177/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 178/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 178/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.215, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 179/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.215, alignment/train=0.0995, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 179/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.214, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  38%|███▊      | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.223, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▊      | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.223, alignment/train=0.083, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▊      | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.220, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 182/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.220, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 182/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.263, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.263, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 183/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 184/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 184/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.204, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 185/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.204, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  39%|███▉      | 185/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.167, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|███▉      | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.167, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|███▉      | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|███▉      | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.174, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|███▉      | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.237, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|████      | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.237, alignment/train=0.0864, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|████      | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.225, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|████      | 189/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.225, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  40%|████      | 189/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.223, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.223, alignment/train=0.0881, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0733, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.197, alignment/train=0.0733, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.244, alignment/train=0.0856, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 193/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.244, alignment/train=0.0856, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████      | 193/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████▏     | 194/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  41%|████▏     | 194/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.204, alignment/train=0.0774, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 195/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.204, alignment/train=0.0774, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 195/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.222, alignment/train=0.0938, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0938, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 197/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 197/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.212, alignment/train=0.100, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.212, alignment/train=0.100, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.209, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 199/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.209, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  42%|████▏     | 199/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.198, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 200/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.198, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 200/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.277, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.277, alignment/train=0.0919, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.198, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.198, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  43%|████▎     | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▎     | 205/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▎     | 205/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.194, alignment/train=0.0862, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▍     | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.194, alignment/train=0.0862, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▍     | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.226, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.226, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▍     | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▍     | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.222, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▍     | 210/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.222, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▍     | 210/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▍     | 211/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▍     | 211/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0806, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▌     | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.222, alignment/train=0.0806, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▌     | 212/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▌     | 213/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.188, alignment/train=0.0839, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  45%|████▌     | 213/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▌     | 214/469 [00:20<00:24, 10.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▌     | 214/469 [00:20<00:24, 10.51it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▌     | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▌     | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▌     | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.190, alignment/train=0.0839, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▌     | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.220, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.220, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.267, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▋     | 218/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.267, alignment/train=0.0964, uniformity/train=-3.43, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  46%|████▋     | 218/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 219/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 219/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.194, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.194, alignment/train=0.0821, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.210, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.210, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 222/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  47%|████▋     | 222/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 223/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.191, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 224/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.191, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 224/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.200, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.200, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 226/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 226/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.267, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.267, alignment/train=0.0945, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  48%|████▊     | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▊     | 228/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▊     | 228/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.219, alignment/train=0.0748, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 229/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.219, alignment/train=0.0748, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 229/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.189, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.189, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 230/469 [00:21<00:22, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.220, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 231/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.207, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  49%|████▉     | 232/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.176, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|████▉     | 233/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.176, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|████▉     | 233/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.216, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|████▉     | 234/469 [00:22<00:22, 10.56it/s, v_num=9, loss/train=0.216, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|████▉     | 234/469 [00:22<00:22, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|█████     | 235/469 [00:22<00:22, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|█████     | 235/469 [00:22<00:22, 10.58it/s, v_num=9, loss/train=0.253, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|█████     | 236/469 [00:22<00:22, 10.58it/s, v_num=9, loss/train=0.253, alignment/train=0.0859, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  50%|█████     | 236/469 [00:22<00:22, 10.57it/s, v_num=9, loss/train=0.198, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 237/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 237/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.196, alignment/train=0.0761, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.196, alignment/train=0.0761, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.195, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 239/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.229, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.229, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 242/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.198, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 242/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.171, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 244/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 244/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.216, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.216, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 246/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.228, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  52%|█████▏    | 246/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 247/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.179, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 247/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.217, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.179, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 249/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 249/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.176, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  53%|█████▎    | 250/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▎    | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▎    | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.231, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▎    | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.231, alignment/train=0.0881, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▎    | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▍    | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.210, alignment/train=0.0911, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▍    | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.207, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▍    | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▍    | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.257, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▍    | 255/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.257, alignment/train=0.111, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  54%|█████▍    | 255/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.208, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▍    | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.208, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▍    | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▍    | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0898, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▍    | 257/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▌    | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▌    | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▌    | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▌    | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▌    | 260/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.220, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  55%|█████▌    | 260/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▌    | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▌    | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▌    | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.200, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▌    | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.200, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▌    | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.200, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▌    | 263/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▋    | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.209, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  56%|█████▋    | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.223, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.223, alignment/train=0.0755, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 266/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.262, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.262, alignment/train=0.089, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 267/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.215, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 268/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  57%|█████▋    | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.250, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 271/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.190, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 271/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 272/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0687, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 272/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.229, alignment/train=0.088, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 273/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.229, alignment/train=0.088, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 273/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0971, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0971, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  58%|█████▊    | 274/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.198, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.206, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 276/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.206, alignment/train=0.082, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 276/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 277/469 [00:26<00:18, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 277/469 [00:26<00:18, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 278/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 278/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.191, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  59%|█████▉    | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.248, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|█████▉    | 280/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.248, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|█████▉    | 280/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.228, alignment/train=0.0791, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|█████▉    | 281/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.228, alignment/train=0.0791, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|█████▉    | 281/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.236, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|██████    | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.236, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|██████    | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.215, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|██████    | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.215, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  60%|██████    | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.224, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 284/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 284/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.204, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.204, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 285/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0855, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 286/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0855, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 286/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.204, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.204, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████    | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████▏   | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  61%|██████▏   | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.216, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.216, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.212, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.212, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 291/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 291/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.255, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.255, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.251, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.251, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.226, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 296/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 296/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 297/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.220, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  63%|██████▎   | 297/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▎   | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▎   | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0676, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 300/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.207, alignment/train=0.0676, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 300/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.187, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▍   | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▍   | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.195, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▍   | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▍   | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.208, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▌   | 305/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.208, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▌   | 305/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▌   | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▌   | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.203, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▌   | 307/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.203, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  65%|██████▌   | 307/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▌   | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▌   | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▌   | 309/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.088, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▌   | 309/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.265, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▌   | 310/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.265, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▌   | 310/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▋   | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.198, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  66%|██████▋   | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.216, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 313/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.182, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 313/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.228, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.228, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.240, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.240, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  67%|██████▋   | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 317/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 317/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.215, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.182, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.245, alignment/train=0.0786, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 321/469 [00:29<00:13, 10.71it/s, v_num=9, loss/train=0.194, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  68%|██████▊   | 321/469 [00:29<00:13, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.195, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▉   | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0905, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▉   | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.210, alignment/train=0.0967, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▉   | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0967, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  69%|██████▉   | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|██████▉   | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|██████▉   | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0689, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|██████▉   | 327/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0689, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|██████▉   | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.226, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|██████▉   | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.225, alignment/train=0.0995, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|███████   | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.225, alignment/train=0.0995, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|███████   | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|███████   | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  70%|███████   | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 331/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 331/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████   | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████▏  | 335/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.204, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  71%|███████▏  | 335/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 337/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 337/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 338/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 338/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.247, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 339/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.247, alignment/train=0.0807, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 339/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.211, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  72%|███████▏  | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0828, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.282, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.282, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  73%|███████▎  | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▎  | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▎  | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.201, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.201, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.220, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.220, alignment/train=0.0952, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.200, alignment/train=0.0794, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 349/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0794, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  74%|███████▍  | 349/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▍  | 350/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▍  | 350/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.221, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▍  | 351/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.221, alignment/train=0.0887, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▍  | 351/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▌  | 352/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▌  | 352/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▌  | 353/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▌  | 353/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▌  | 354/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0947, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  75%|███████▌  | 354/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.234, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.234, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.208, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▌  | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▌  | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▋  | 358/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  76%|███████▋  | 358/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.177, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 363/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  77%|███████▋  | 363/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.220, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 365/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0856, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 365/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.231, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  78%|███████▊  | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▊  | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▊  | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▉  | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▉  | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.208, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▉  | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▉  | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▉  | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.199, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  79%|███████▉  | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|███████▉  | 373/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|███████▉  | 373/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|███████▉  | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|███████▉  | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|███████▉  | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|███████▉  | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|████████  | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|████████  | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|████████  | 377/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  80%|████████  | 377/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.238, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 378/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.238, alignment/train=0.0959, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 378/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 380/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 380/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.211, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 381/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.211, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████  | 381/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.231, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.200, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.200, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.181, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 386/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  82%|████████▏ | 386/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.235, alignment/train=0.0828, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.211, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.211, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.213, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 390/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.213, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 390/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0666, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.184, alignment/train=0.0666, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.258, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.258, alignment/train=0.0803, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▌ | 399/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▌ | 399/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▌ | 400/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.212, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  85%|████████▌ | 400/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.234, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.234, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.232, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.232, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.196, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.196, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.223, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.223, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0941, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.243, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.243, alignment/train=0.0759, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.207, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.207, alignment/train=0.0848, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.229, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.229, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.222, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.222, alignment/train=0.0813, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 411/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 411/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.233, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.233, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 415/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  88%|████████▊ | 415/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.194, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.194, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.218, alignment/train=0.0888, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.242, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.242, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.191, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.206, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.206, alignment/train=0.081, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|████████▉ | 422/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.195, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.202, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|█████████ | 424/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.202, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  90%|█████████ | 424/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████ | 425/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████ | 425/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.186, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.218, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.231, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.231, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.169, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.218, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.218, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.221, alignment/train=0.0939, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.201, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.213, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.257, alignment/train=0.0894, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.222, alignment/train=0.085, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 441/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 441/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.200, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.226, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.226, alignment/train=0.0858, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.219, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.189, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▌| 447/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.189, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  95%|█████████▌| 447/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.228, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.228, alignment/train=0.087, uniformity/train=-3.47, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0915, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 450/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0785, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 450/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.212, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.212, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.186, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.283, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=0.977, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.283, alignment/train=0.0927, uniformity/train=-3.50, contrastive_acc/train=0.977, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.229, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 455/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.229, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 455/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  97%|█████████▋| 457/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 458/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.206, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.206, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.208, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.208, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 460/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▊| 462/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▊| 462/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.229, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▉| 464/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.194, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.194, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▉| 465/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.222, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.222, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13:  99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 467/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 467/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.189, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.189, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]
Epoch 13: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.458, alignment/val=0.0859, uniformity/val=-3.63, contrastive_acc/val=0.930]

Validation: |          | 0/? [00:00<?, ?it/s]

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Epoch 13: 100%|██████████| 469/469 [00:49<00:00,  9.52it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 13: 100%|██████████| 469/469 [00:49<00:00,  9.52it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 13:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   0%|          | 1/469 [00:01<13:11,  0.59it/s, v_num=9, loss/train=0.141, alignment/train=0.0876, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   0%|          | 1/469 [00:01<13:12,  0.59it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   0%|          | 2/469 [00:01<06:47,  1.14it/s, v_num=9, loss/train=0.214, alignment/train=0.0893, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   0%|          | 2/469 [00:01<06:48,  1.14it/s, v_num=9, loss/train=0.190, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|          | 3/469 [00:01<04:44,  1.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|          | 3/469 [00:01<04:44,  1.64it/s, v_num=9, loss/train=0.195, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|          | 5/469 [00:02<03:09,  2.45it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|          | 5/469 [00:02<03:09,  2.45it/s, v_num=9, loss/train=0.213, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|▏         | 6/469 [00:02<02:43,  2.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|▏         | 6/469 [00:02<02:43,  2.84it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|▏         | 7/469 [00:02<02:23,  3.22it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   1%|▏         | 7/469 [00:02<02:23,  3.22it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 8/469 [00:02<02:11,  3.52it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 8/469 [00:02<02:11,  3.52it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.222, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 10/469 [00:02<01:52,  4.07it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 10/469 [00:02<01:52,  4.07it/s, v_num=9, loss/train=0.179, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 11/469 [00:02<01:46,  4.32it/s, v_num=9, loss/train=0.179, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   2%|▏         | 11/469 [00:02<01:46,  4.31it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 12/469 [00:02<01:40,  4.55it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 12/469 [00:02<01:40,  4.55it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 13/469 [00:02<01:34,  4.82it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 13/469 [00:02<01:34,  4.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 14/469 [00:02<01:30,  5.05it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 14/469 [00:02<01:30,  5.05it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 15/469 [00:02<01:27,  5.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 15/469 [00:02<01:28,  5.16it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 16/469 [00:02<01:24,  5.34it/s, v_num=9, loss/train=0.217, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   3%|▎         | 16/469 [00:02<01:24,  5.34it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▎         | 17/469 [00:03<01:21,  5.54it/s, v_num=9, loss/train=0.187, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▎         | 17/469 [00:03<01:21,  5.54it/s, v_num=9, loss/train=0.218, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 18/469 [00:03<01:19,  5.68it/s, v_num=9, loss/train=0.218, alignment/train=0.0997, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 18/469 [00:03<01:19,  5.68it/s, v_num=9, loss/train=0.246, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 19/469 [00:03<01:17,  5.84it/s, v_num=9, loss/train=0.246, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 19/469 [00:03<01:17,  5.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 20/469 [00:03<01:14,  5.99it/s, v_num=9, loss/train=0.189, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 20/469 [00:03<01:14,  5.99it/s, v_num=9, loss/train=0.220, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 21/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.220, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   4%|▍         | 21/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.212, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▍         | 22/469 [00:03<01:11,  6.22it/s, v_num=9, loss/train=0.212, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▍         | 22/469 [00:03<01:11,  6.22it/s, v_num=9, loss/train=0.205, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▍         | 23/469 [00:03<01:09,  6.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▍         | 23/469 [00:03<01:09,  6.40it/s, v_num=9, loss/train=0.194, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▌         | 24/469 [00:03<01:08,  6.49it/s, v_num=9, loss/train=0.194, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▌         | 24/469 [00:03<01:08,  6.49it/s, v_num=9, loss/train=0.183, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▌         | 25/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.183, alignment/train=0.0905, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   5%|▌         | 25/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.225, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 26/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.225, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 26/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.250, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 27/469 [00:03<01:04,  6.88it/s, v_num=9, loss/train=0.250, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 27/469 [00:03<01:04,  6.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 28/469 [00:04<01:03,  6.95it/s, v_num=9, loss/train=0.193, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 28/469 [00:04<01:03,  6.95it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 29/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▌         | 29/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.167, alignment/train=0.0686, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▋         | 30/469 [00:04<01:02,  7.02it/s, v_num=9, loss/train=0.167, alignment/train=0.0686, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   6%|▋         | 30/469 [00:04<01:02,  7.02it/s, v_num=9, loss/train=0.173, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 31/469 [00:04<01:01,  7.16it/s, v_num=9, loss/train=0.173, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 31/469 [00:04<01:01,  7.15it/s, v_num=9, loss/train=0.207, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.207, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.195, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 33/469 [00:04<00:59,  7.31it/s, v_num=9, loss/train=0.195, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 33/469 [00:04<00:59,  7.31it/s, v_num=9, loss/train=0.220, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 34/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.220, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 34/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.180, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 35/469 [00:04<00:58,  7.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   7%|▋         | 35/469 [00:04<00:58,  7.48it/s, v_num=9, loss/train=0.182, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 36/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0752, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 36/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.206, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 37/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.206, alignment/train=0.0718, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 37/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 38/469 [00:04<00:56,  7.69it/s, v_num=9, loss/train=0.177, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 38/469 [00:04<00:56,  7.69it/s, v_num=9, loss/train=0.206, alignment/train=0.0954, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 39/469 [00:05<00:55,  7.80it/s, v_num=9, loss/train=0.206, alignment/train=0.0954, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   8%|▊         | 39/469 [00:05<00:55,  7.80it/s, v_num=9, loss/train=0.253, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.253, alignment/train=0.0932, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▊         | 41/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.216, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▊         | 41/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.241, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▉         | 42/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.241, alignment/train=0.0961, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▉         | 42/469 [00:05<00:54,  7.87it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▉         | 43/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▉         | 43/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▉         | 44/469 [00:05<00:52,  8.05it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   9%|▉         | 44/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|▉         | 45/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.233, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|▉         | 45/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.198, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|▉         | 46/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.198, alignment/train=0.0929, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|▉         | 46/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|█         | 47/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|█         | 47/469 [00:05<00:51,  8.13it/s, v_num=9, loss/train=0.187, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|█         | 48/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.187, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|█         | 48/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.225, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|█         | 49/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.225, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  10%|█         | 49/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.225, alignment/train=0.0799, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█         | 50/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.225, alignment/train=0.0799, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█         | 50/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.257, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█         | 51/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.257, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█         | 51/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.217, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█         | 52/469 [00:06<00:49,  8.36it/s, v_num=9, loss/train=0.217, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█         | 52/469 [00:06<00:49,  8.35it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█▏        | 53/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.196, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  11%|█▏        | 53/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 54/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.204, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 54/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.171, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 55/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.171, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 55/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.192, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 58/469 [00:06<00:47,  8.58it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  12%|█▏        | 58/469 [00:06<00:47,  8.58it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 59/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 59/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 60/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 60/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 61/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 61/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 62/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 62/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 63/469 [00:07<00:46,  8.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  13%|█▎        | 63/469 [00:07<00:46,  8.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0946, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▎        | 64/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0946, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▎        | 64/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.208, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 65/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.208, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 65/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.205, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 66/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 66/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 67/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.189, alignment/train=0.0765, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 67/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.227, alignment/train=0.0903, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.227, alignment/train=0.0903, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.176, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▍        | 69/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▍        | 69/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▍        | 70/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.192, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▍        | 70/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.208, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▌        | 71/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.208, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▌        | 71/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.257, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.257, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  15%|█▌        | 72/469 [00:08<00:44,  8.99it/s, v_num=9, loss/train=0.244, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 73/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.244, alignment/train=0.0795, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 73/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.248, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.248, alignment/train=0.0912, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.176, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.176, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.165, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▋        | 77/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.165, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  16%|█▋        | 77/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 78/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 78/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.227, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 79/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.227, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 79/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 80/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 80/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.186, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 81/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.186, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 81/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.206, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 82/469 [00:08<00:41,  9.25it/s, v_num=9, loss/train=0.206, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  17%|█▋        | 82/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.240, alignment/train=0.0992, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 83/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.240, alignment/train=0.0992, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 83/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 84/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 84/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 85/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.203, alignment/train=0.0729, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 85/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.224, alignment/train=0.0888, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▊        | 87/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▊        | 87/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 88/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.212, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 88/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.187, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 89/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.187, alignment/train=0.0792, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 89/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.231, alignment/train=0.0748, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 90/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.231, alignment/train=0.0748, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 90/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 91/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.226, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  19%|█▉        | 91/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.244, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|█▉        | 92/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.244, alignment/train=0.100, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|█▉        | 92/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.190, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|█▉        | 93/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.202, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|██        | 94/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.202, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|██        | 94/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|██        | 95/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|██        | 95/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|██        | 96/469 [00:10<00:39,  9.55it/s, v_num=9, loss/train=0.223, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  20%|██        | 96/469 [00:10<00:39,  9.55it/s, v_num=9, loss/train=0.232, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██        | 97/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.232, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██        | 97/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.204, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.204, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.244, alignment/train=0.0817, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.244, alignment/train=0.0817, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.176, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██▏       | 100/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  21%|██▏       | 100/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.193, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 101/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.193, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 101/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.217, alignment/train=0.0783, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 102/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0783, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 102/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 103/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.248, alignment/train=0.0841, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 103/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.210, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 104/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.210, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 104/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.222, alignment/train=0.0786, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.222, alignment/train=0.0786, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 106/469 [00:11<00:38,  9.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 106/469 [00:11<00:38,  9.51it/s, v_num=9, loss/train=0.207, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 107/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.207, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 107/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.254, alignment/train=0.0962, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 108/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.254, alignment/train=0.0962, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 108/469 [00:11<00:37,  9.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 109/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 109/469 [00:11<00:37,  9.56it/s, v_num=9, loss/train=0.209, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 110/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  23%|██▎       | 110/469 [00:11<00:37,  9.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▎       | 111/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▎       | 111/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▍       | 112/469 [00:11<00:36,  9.65it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▍       | 112/469 [00:11<00:36,  9.65it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▍       | 113/469 [00:11<00:36,  9.65it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▍       | 113/469 [00:11<00:36,  9.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▍       | 114/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.186, alignment/train=0.0853, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  24%|██▍       | 114/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.250, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▍       | 115/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.250, alignment/train=0.0883, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▍       | 115/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▍       | 116/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▍       | 116/469 [00:11<00:36,  9.68it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▍       | 117/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.225, alignment/train=0.0851, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▍       | 117/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▌       | 118/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▌       | 118/469 [00:12<00:36,  9.71it/s, v_num=9, loss/train=0.206, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▌       | 119/469 [00:12<00:35,  9.73it/s, v_num=9, loss/train=0.206, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  25%|██▌       | 119/469 [00:12<00:35,  9.72it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 120/469 [00:12<00:35,  9.72it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 120/469 [00:12<00:35,  9.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 121/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 121/469 [00:12<00:35,  9.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 122/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 122/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.169, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 123/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▌       | 123/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.150, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▋       | 124/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  26%|██▋       | 124/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 125/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 125/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 126/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 126/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 127/469 [00:12<00:34,  9.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 127/469 [00:12<00:34,  9.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 128/469 [00:13<00:34,  9.83it/s, v_num=9, loss/train=0.153, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  27%|██▋       | 128/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.236, alignment/train=0.0972, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 129/469 [00:13<00:34,  9.80it/s, v_num=9, loss/train=0.236, alignment/train=0.0972, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 129/469 [00:13<00:34,  9.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 130/469 [00:13<00:34,  9.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 130/469 [00:13<00:34,  9.81it/s, v_num=9, loss/train=0.192, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 131/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.192, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 131/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 132/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 132/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.196, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 133/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.196, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  28%|██▊       | 133/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▊       | 134/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.182, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▊       | 134/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.234, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 135/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.234, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 135/469 [00:13<00:33,  9.88it/s, v_num=9, loss/train=0.186, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 136/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 136/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.179, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 137/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 137/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 138/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  29%|██▉       | 138/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|██▉       | 139/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|██▉       | 139/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|██▉       | 140/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.194, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|██▉       | 140/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.203, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|███       | 141/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.203, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|███       | 141/469 [00:14<00:33,  9.93it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|███       | 142/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|███       | 142/469 [00:14<00:33,  9.90it/s, v_num=9, loss/train=0.191, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|███       | 143/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.191, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  30%|███       | 143/469 [00:14<00:32,  9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███       | 144/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.206, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███       | 144/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.181, alignment/train=0.0916, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███       | 145/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.181, alignment/train=0.0916, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███       | 145/469 [00:14<00:32,  9.94it/s, v_num=9, loss/train=0.182, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███       | 146/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.182, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███       | 146/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███▏      | 147/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.215, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  31%|███▏      | 147/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.186, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 148/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.186, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 148/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.209, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 149/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.209, alignment/train=0.0937, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 149/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.227, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 150/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.227, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 150/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 151/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.223, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.223, alignment/train=0.105, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  32%|███▏      | 152/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.184, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 153/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 153/469 [00:15<00:31,  9.99it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 154/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 154/469 [00:15<00:31, 10.02it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 155/469 [00:15<00:31, 10.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 156/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.222, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 157/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.222, alignment/train=0.0922, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  33%|███▎      | 157/469 [00:15<00:30, 10.07it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▎      | 158/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▎      | 158/469 [00:15<00:30, 10.05it/s, v_num=9, loss/train=0.196, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▍      | 159/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▍      | 159/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.219, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▍      | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.219, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▍      | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▍      | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.200, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  34%|███▍      | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.205, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▍      | 162/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.205, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▍      | 162/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.202, alignment/train=0.0943, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▍      | 163/469 [00:16<00:30, 10.17it/s, v_num=9, loss/train=0.202, alignment/train=0.0943, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▍      | 163/469 [00:16<00:30, 10.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▍      | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▍      | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▌      | 165/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▌      | 165/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.196, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▌      | 166/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  35%|███▌      | 166/469 [00:16<00:30, 10.08it/s, v_num=9, loss/train=0.185, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.185, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 167/469 [00:16<00:29, 10.11it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 168/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 168/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 169/469 [00:16<00:29, 10.10it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.197, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▌      | 170/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.160, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▋      | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  36%|███▋      | 171/469 [00:16<00:29, 10.13it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 172/469 [00:16<00:29, 10.12it/s, v_num=9, loss/train=0.172, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 173/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 173/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.201, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.201, alignment/train=0.0919, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 174/469 [00:17<00:29, 10.14it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 175/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  37%|███▋      | 175/469 [00:17<00:28, 10.16it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 176/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0934, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0934, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 177/469 [00:17<00:28, 10.17it/s, v_num=9, loss/train=0.218, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.218, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.183, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 179/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.183, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 179/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  38%|███▊      | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.190, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▊      | 181/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.190, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▊      | 181/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.164, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 183/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.171, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.171, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.198, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 185/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.198, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  39%|███▉      | 185/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|███▉      | 186/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|███▉      | 186/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|███▉      | 187/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|███▉      | 187/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|████      | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|████      | 188/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|████      | 189/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  40%|████      | 189/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.200, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 190/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.200, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 190/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.206, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 192/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.206, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 192/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.167, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.167, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████      | 193/469 [00:18<00:26, 10.26it/s, v_num=9, loss/train=0.211, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████▏     | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.211, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  41%|████▏     | 194/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.217, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 195/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.217, alignment/train=0.0868, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 195/469 [00:19<00:26, 10.24it/s, v_num=9, loss/train=0.221, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.221, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.216, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.216, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 197/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.184, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.184, alignment/train=0.0743, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.190, alignment/train=0.073, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.190, alignment/train=0.073, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  42%|████▏     | 199/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.205, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 200/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.205, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 200/469 [00:19<00:26, 10.26it/s, v_num=9, loss/train=0.211, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 201/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.211, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 201/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 202/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.203, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 203/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.203, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 203/469 [00:19<00:25, 10.28it/s, v_num=9, loss/train=0.205, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 204/469 [00:19<00:25, 10.29it/s, v_num=9, loss/train=0.205, alignment/train=0.0811, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  43%|████▎     | 204/469 [00:19<00:25, 10.29it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▎     | 205/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▎     | 205/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0933, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▍     | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.171, alignment/train=0.0933, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▍     | 206/469 [00:20<00:25, 10.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▍     | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▍     | 207/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▍     | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▍     | 209/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.203, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▍     | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.203, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▍     | 210/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.174, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▍     | 211/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.174, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▍     | 211/469 [00:20<00:25, 10.31it/s, v_num=9, loss/train=0.200, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▌     | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.200, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▌     | 212/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.220, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▌     | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.220, alignment/train=0.084, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  45%|████▌     | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.231, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▌     | 214/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.231, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▌     | 214/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.199, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▌     | 215/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.199, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▌     | 215/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▌     | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▌     | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▋     | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▋     | 217/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.190, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▋     | 218/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  46%|████▋     | 218/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.197, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.197, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 220/469 [00:21<00:24, 10.36it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 221/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 221/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.200, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.200, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  47%|████▋     | 222/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0908, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 224/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.189, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.224, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  48%|████▊     | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▊     | 228/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.225, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▊     | 228/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.152, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.152, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.187, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.215, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.215, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  49%|████▉     | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.160, alignment/train=0.0668, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|████▉     | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.160, alignment/train=0.0668, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|████▉     | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|████▉     | 234/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.233, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|████▉     | 234/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|█████     | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|█████     | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.197, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|█████     | 236/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.197, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  50%|█████     | 236/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.185, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.185, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.191, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.191, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.199, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 239/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.212, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0872, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████     | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████▏    | 241/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.211, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  51%|█████▏    | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 242/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 242/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.207, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.207, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.185, alignment/train=0.0721, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 245/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 245/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.173, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 248/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.173, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 248/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.201, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  53%|█████▎    | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.191, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▎    | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▎    | 251/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.194, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▍    | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.194, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▍    | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.172, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▍    | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▍    | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.220, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▍    | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.220, alignment/train=0.0939, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  54%|█████▍    | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▍    | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▍    | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▍    | 257/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▍    | 257/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▌    | 258/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.209, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▌    | 258/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▌    | 259/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.172, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▌    | 259/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.204, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▌    | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  55%|█████▌    | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▌    | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▌    | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▌    | 262/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.198, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▌    | 262/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▌    | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.206, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▌    | 263/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.237, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▋    | 264/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.237, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  56%|█████▋    | 264/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.214, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 265/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.214, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 265/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 266/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 266/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 267/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 267/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0725, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 268/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0725, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 268/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.156, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.156, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  57%|█████▋    | 269/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.212, alignment/train=0.0964, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.212, alignment/train=0.0964, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.239, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.239, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.197, alignment/train=0.0719, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.197, alignment/train=0.0719, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.207, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0909, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 274/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.203, alignment/train=0.0909, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  58%|█████▊    | 274/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.215, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▊    | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.215, alignment/train=0.0918, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▊    | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.180, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.180, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 277/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.178, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.178, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 278/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  59%|█████▉    | 279/469 [00:26<00:18, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|█████▉    | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|█████▉    | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|██████    | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.223, alignment/train=0.0833, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|██████    | 282/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.210, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|██████    | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.210, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  60%|██████    | 283/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 284/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.252, alignment/train=0.0867, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 284/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 285/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.165, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 285/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 287/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████    | 287/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████▏   | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  61%|██████▏   | 288/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.226, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 289/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.226, alignment/train=0.0982, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 289/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.197, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 291/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 291/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  62%|██████▏   | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.197, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 294/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 294/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.212, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0904, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.185, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  63%|██████▎   | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▎   | 298/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▎   | 298/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.206, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 299/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 299/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.221, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.221, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 301/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0787, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 301/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.216, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 302/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.216, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  64%|██████▍   | 302/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.195, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▍   | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.0713, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▍   | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▍   | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.215, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▍   | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0948, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▌   | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.186, alignment/train=0.0948, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▌   | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.181, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▌   | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.181, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▌   | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.199, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▌   | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.199, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  65%|██████▌   | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▌   | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▌   | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.246, alignment/train=0.0892, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▌   | 309/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.246, alignment/train=0.0892, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▌   | 309/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▌   | 310/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0763, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▌   | 310/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.179, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▋   | 311/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.179, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  66%|██████▋   | 311/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 312/469 [00:29<00:14, 10.59it/s, v_num=9, loss/train=0.197, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.197, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.221, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.221, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.228, alignment/train=0.0674, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.228, alignment/train=0.0674, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.236, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.236, alignment/train=0.0916, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  67%|██████▋   | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 317/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.196, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0777, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 321/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  68%|██████▊   | 321/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▊   | 322/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▊   | 322/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.208, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.208, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.198, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▉   | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.198, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▉   | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▉   | 325/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.196, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  69%|██████▉   | 325/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|██████▉   | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|██████▉   | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|██████▉   | 327/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|██████▉   | 327/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.237, alignment/train=0.0906, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|██████▉   | 328/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.237, alignment/train=0.0906, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|██████▉   | 328/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.224, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.224, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|███████   | 330/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  70%|███████   | 330/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 331/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 331/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 332/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 332/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████   | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████▏  | 335/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  71%|███████▏  | 335/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.252, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.252, alignment/train=0.0917, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 337/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.245, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 337/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 338/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.217, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 338/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 340/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.194, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  72%|███████▏  | 340/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 341/469 [00:32<00:12, 10.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 341/469 [00:32<00:12, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.202, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0851, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  73%|███████▎  | 344/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.236, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▎  | 345/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.236, alignment/train=0.0743, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▎  | 345/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 346/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 347/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 347/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 348/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 348/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  74%|███████▍  | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▍  | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▍  | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.193, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▍  | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▍  | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▌  | 352/469 [00:32<00:10, 10.67it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▌  | 352/469 [00:32<00:10, 10.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0883, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▌  | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.207, alignment/train=0.0883, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▌  | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▌  | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  75%|███████▌  | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.223, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▌  | 355/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.223, alignment/train=0.0983, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▌  | 355/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.198, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▌  | 356/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.198, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▌  | 356/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.201, alignment/train=0.0751, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▌  | 357/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.0751, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▌  | 357/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.237, alignment/train=0.0816, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▋  | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.237, alignment/train=0.0816, uniformity/train=-3.45, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  76%|███████▋  | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0765, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0765, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 360/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 360/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0881, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.256, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.256, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  77%|███████▋  | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 364/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.237, alignment/train=0.101, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 364/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.186, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  78%|███████▊  | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.203, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▊  | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.203, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▊  | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▉  | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.195, alignment/train=0.0784, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▉  | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▉  | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▉  | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.242, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.242, alignment/train=0.0793, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.207, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|███████▉  | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.207, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|███████▉  | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|███████▉  | 374/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|███████▉  | 374/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|███████▉  | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|███████▉  | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.216, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|████████  | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.216, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|████████  | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.216, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|████████  | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.216, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  80%|████████  | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.274, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.973, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.274, alignment/train=0.095, uniformity/train=-3.51, contrastive_acc/train=0.973, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.214, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 381/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.214, alignment/train=0.092, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████  | 381/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.213, alignment/train=0.0742, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.213, alignment/train=0.0742, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0993, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.223, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 386/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.223, alignment/train=0.0953, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  82%|████████▏ | 386/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.235, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.235, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 389/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 389/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.207, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.217, alignment/train=0.0744, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.217, alignment/train=0.0744, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 395/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.073, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 395/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.171, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.198, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0872, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.216, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0975, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.193, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 402/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 402/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.242, alignment/train=0.0898, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.243, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.243, alignment/train=0.100, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.196, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 410/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  87%|████████▋ | 410/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 411/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 411/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.260, alignment/train=0.0915, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.211, alignment/train=0.0714, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.211, alignment/train=0.0714, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 415/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  88%|████████▊ | 415/469 [00:38<00:05, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▉ | 417/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▉ | 417/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.225, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|█████████ | 423/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.220, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|█████████ | 423/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|█████████ | 424/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  90%|█████████ | 424/469 [00:39<00:04, 10.80it/s, v_num=9, loss/train=0.207, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0955, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 430/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.237, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.237, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 431/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 432/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 432/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.231, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.231, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0954, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.223, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0719, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0719, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.215, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.183, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.220, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.201, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.234, alignment/train=0.0804, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▍| 445/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▍| 445/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.252, alignment/train=0.0913, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.252, alignment/train=0.0913, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.223, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.211, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.211, alignment/train=0.0812, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0847, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.258, alignment/train=0.0964, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.258, alignment/train=0.0964, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.206, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.206, alignment/train=0.0859, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.188, alignment/train=0.0773, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0773, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.201, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.201, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.185, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.185, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0829, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.225, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.273, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.273, alignment/train=0.103, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:  99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.205, alignment/train=0.075, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.243, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.189, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.189, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.430, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]

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Epoch 14: 100%|██████████| 469/469 [00:48<00:00,  9.73it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14: 100%|██████████| 469/469 [00:48<00:00,  9.73it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 14:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   0%|          | 1/469 [00:01<12:32,  0.62it/s, v_num=9, loss/train=0.192, alignment/train=0.102, uniformity/train=-3.52, contrastive_acc/train=0.990, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   0%|          | 1/469 [00:01<12:36,  0.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   0%|          | 2/469 [00:01<06:51,  1.13it/s, v_num=9, loss/train=0.166, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   0%|          | 2/469 [00:01<06:52,  1.13it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|          | 3/469 [00:01<04:45,  1.63it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|          | 3/469 [00:01<04:45,  1.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|          | 4/469 [00:01<03:41,  2.09it/s, v_num=9, loss/train=0.174, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|          | 4/469 [00:01<03:42,  2.09it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|          | 5/469 [00:01<03:02,  2.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|          | 5/469 [00:01<03:02,  2.54it/s, v_num=9, loss/train=0.241, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.241, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.187, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|▏         | 7/469 [00:02<02:24,  3.20it/s, v_num=9, loss/train=0.187, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   1%|▏         | 7/469 [00:02<02:24,  3.19it/s, v_num=9, loss/train=0.218, alignment/train=0.094, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 8/469 [00:02<02:09,  3.56it/s, v_num=9, loss/train=0.218, alignment/train=0.094, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 8/469 [00:02<02:09,  3.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 9/469 [00:02<01:57,  3.90it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 9/469 [00:02<01:57,  3.90it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 10/469 [00:02<01:50,  4.15it/s, v_num=9, loss/train=0.216, alignment/train=0.0767, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 10/469 [00:02<01:50,  4.15it/s, v_num=9, loss/train=0.196, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 11/469 [00:02<01:45,  4.35it/s, v_num=9, loss/train=0.196, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   2%|▏         | 11/469 [00:02<01:45,  4.35it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 12/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 12/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.178, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 13/469 [00:02<01:34,  4.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 13/469 [00:02<01:34,  4.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 14/469 [00:02<01:29,  5.06it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 14/469 [00:02<01:29,  5.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 15/469 [00:02<01:25,  5.28it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 15/469 [00:02<01:25,  5.28it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 16/469 [00:02<01:23,  5.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   3%|▎         | 16/469 [00:02<01:23,  5.40it/s, v_num=9, loss/train=0.217, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▎         | 17/469 [00:03<01:21,  5.54it/s, v_num=9, loss/train=0.217, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▎         | 17/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=0.224, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 18/469 [00:03<01:18,  5.71it/s, v_num=9, loss/train=0.224, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 18/469 [00:03<01:18,  5.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 19/469 [00:03<01:15,  5.92it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 19/469 [00:03<01:15,  5.92it/s, v_num=9, loss/train=0.195, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 20/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.195, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 20/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.205, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 21/469 [00:03<01:12,  6.19it/s, v_num=9, loss/train=0.205, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   4%|▍         | 21/469 [00:03<01:12,  6.19it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▍         | 22/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▍         | 22/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.213, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▍         | 23/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.213, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▍         | 23/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.197, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▌         | 24/469 [00:03<01:07,  6.63it/s, v_num=9, loss/train=0.197, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▌         | 24/469 [00:03<01:07,  6.63it/s, v_num=9, loss/train=0.191, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▌         | 25/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.191, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   5%|▌         | 25/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.207, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 26/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 26/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 27/469 [00:03<01:04,  6.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 27/469 [00:03<01:04,  6.87it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 28/469 [00:04<01:03,  6.91it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 28/469 [00:04<01:03,  6.91it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 29/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▌         | 29/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▋         | 30/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   6%|▋         | 30/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 31/469 [00:04<01:00,  7.28it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 31/469 [00:04<01:00,  7.28it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 32/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 32/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.195, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 33/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.195, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 33/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 34/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 34/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.180, alignment/train=0.068, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 35/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.180, alignment/train=0.068, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   7%|▋         | 35/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.186, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 36/469 [00:04<00:56,  7.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 36/469 [00:04<00:56,  7.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0984, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 37/469 [00:04<00:55,  7.72it/s, v_num=9, loss/train=0.205, alignment/train=0.0984, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 37/469 [00:04<00:55,  7.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 38/469 [00:04<00:55,  7.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 38/469 [00:04<00:55,  7.70it/s, v_num=9, loss/train=0.210, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 39/469 [00:05<00:55,  7.74it/s, v_num=9, loss/train=0.210, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   8%|▊         | 39/469 [00:05<00:55,  7.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▊         | 40/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▊         | 40/469 [00:05<00:54,  7.85it/s, v_num=9, loss/train=0.223, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▊         | 41/469 [00:05<00:54,  7.92it/s, v_num=9, loss/train=0.223, alignment/train=0.0923, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▊         | 41/469 [00:05<00:54,  7.92it/s, v_num=9, loss/train=0.227, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▉         | 42/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.227, alignment/train=0.0886, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▉         | 42/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.219, alignment/train=0.092, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▉         | 44/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.219, alignment/train=0.092, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:   9%|▉         | 44/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.205, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|▉         | 45/469 [00:05<00:51,  8.21it/s, v_num=9, loss/train=0.205, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|▉         | 45/469 [00:05<00:51,  8.21it/s, v_num=9, loss/train=0.188, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|▉         | 46/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.188, alignment/train=0.0795, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|▉         | 46/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|█         | 47/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|█         | 47/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.209, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|█         | 48/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.209, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|█         | 48/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.190, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|█         | 49/469 [00:05<00:50,  8.33it/s, v_num=9, loss/train=0.190, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  10%|█         | 49/469 [00:05<00:50,  8.33it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█         | 50/469 [00:05<00:50,  8.37it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█         | 50/469 [00:05<00:50,  8.36it/s, v_num=9, loss/train=0.200, alignment/train=0.0956, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█         | 51/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.200, alignment/train=0.0956, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█         | 51/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.203, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█         | 52/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.203, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█         | 52/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.222, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█▏        | 53/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.222, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  11%|█▏        | 53/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.185, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 54/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 54/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.245, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 55/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.245, alignment/train=0.0956, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 55/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0763, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 56/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.184, alignment/train=0.0763, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 56/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.212, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 57/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 57/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 58/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  12%|█▏        | 58/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.196, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 59/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.196, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 59/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 60/469 [00:06<00:46,  8.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 60/469 [00:06<00:46,  8.78it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 61/469 [00:06<00:46,  8.86it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 61/469 [00:06<00:46,  8.86it/s, v_num=9, loss/train=0.223, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.223, alignment/train=0.0901, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.210, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 63/469 [00:07<00:46,  8.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  13%|█▎        | 63/469 [00:07<00:46,  8.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▎        | 64/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▎        | 64/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 65/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 65/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.195, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 66/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.195, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 66/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 67/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.179, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 67/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.195, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 68/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.195, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  14%|█▍        | 68/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▍        | 69/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.194, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▍        | 69/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.209, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▍        | 70/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.209, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▍        | 70/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▌        | 71/469 [00:07<00:43,  9.10it/s, v_num=9, loss/train=0.214, alignment/train=0.0782, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▌        | 71/469 [00:07<00:43,  9.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▌        | 72/469 [00:07<00:43,  9.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0903, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  15%|█▌        | 72/469 [00:07<00:43,  9.10it/s, v_num=9, loss/train=0.210, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 73/469 [00:07<00:43,  9.15it/s, v_num=9, loss/train=0.210, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 73/469 [00:07<00:43,  9.15it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 74/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 74/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 75/469 [00:08<00:43,  9.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 75/469 [00:08<00:43,  9.10it/s, v_num=9, loss/train=0.178, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 76/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.178, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▌        | 76/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▋        | 77/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  16%|█▋        | 77/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 78/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 78/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 79/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 79/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.183, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 80/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.183, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 80/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.193, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 81/469 [00:08<00:41,  9.26it/s, v_num=9, loss/train=0.193, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 81/469 [00:08<00:41,  9.25it/s, v_num=9, loss/train=0.259, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 82/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.259, alignment/train=0.087, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  17%|█▋        | 82/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.227, alignment/train=0.0948, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 83/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.227, alignment/train=0.0948, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 83/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.222, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 84/469 [00:08<00:41,  9.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 84/469 [00:08<00:41,  9.38it/s, v_num=9, loss/train=0.224, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 85/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.224, alignment/train=0.102, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 85/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 86/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  18%|█▊        | 86/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.196, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▊        | 87/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.196, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▊        | 87/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.213, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 88/469 [00:09<00:40,  9.48it/s, v_num=9, loss/train=0.213, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 88/469 [00:09<00:40,  9.48it/s, v_num=9, loss/train=0.226, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 89/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.226, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 89/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 90/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 90/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 91/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  19%|█▉        | 91/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.174, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|█▉        | 92/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|█▉        | 92/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.185, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|██        | 94/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.185, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|██        | 94/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.225, alignment/train=0.0968, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|██        | 95/469 [00:09<00:39,  9.55it/s, v_num=9, loss/train=0.225, alignment/train=0.0968, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|██        | 95/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.172, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|██        | 96/469 [00:10<00:39,  9.53it/s, v_num=9, loss/train=0.172, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  20%|██        | 96/469 [00:10<00:39,  9.53it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██        | 97/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.211, alignment/train=0.0815, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██        | 97/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.183, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██        | 98/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.183, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██        | 98/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██        | 99/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██        | 99/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██▏       | 100/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  21%|██▏       | 100/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.215, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 101/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 101/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 102/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 102/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.214, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 103/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 103/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.218, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 104/469 [00:10<00:37,  9.66it/s, v_num=9, loss/train=0.218, alignment/train=0.0817, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 104/469 [00:10<00:37,  9.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 105/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.193, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  22%|██▏       | 105/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 106/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.223, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 106/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 107/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.166, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 107/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 108/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 108/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.197, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 109/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 109/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.199, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 110/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  23%|██▎       | 110/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▎       | 111/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.174, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▎       | 111/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▍       | 112/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▍       | 112/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▍       | 113/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▍       | 113/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▍       | 114/469 [00:11<00:36,  9.82it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  24%|██▍       | 114/469 [00:11<00:36,  9.82it/s, v_num=9, loss/train=0.149, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▍       | 115/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.149, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▍       | 115/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▍       | 117/469 [00:11<00:35,  9.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▍       | 117/469 [00:11<00:35,  9.81it/s, v_num=9, loss/train=0.185, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▌       | 118/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▌       | 118/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▌       | 119/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.180, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  25%|██▌       | 119/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.258, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 120/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.258, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 120/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.215, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 121/469 [00:12<00:35,  9.88it/s, v_num=9, loss/train=0.215, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 121/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 122/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.200, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 122/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 123/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.153, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▌       | 123/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▋       | 124/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.176, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  26%|██▋       | 124/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.204, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 125/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.204, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 125/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.209, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 126/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.209, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 126/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.207, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 127/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.207, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 127/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.215, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 128/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.215, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  27%|██▋       | 128/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.213, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 129/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.213, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 129/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 130/469 [00:13<00:34,  9.95it/s, v_num=9, loss/train=0.196, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 130/469 [00:13<00:34,  9.95it/s, v_num=9, loss/train=0.182, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.182, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.174, alignment/train=0.0685, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.174, alignment/train=0.0685, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  28%|██▊       | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▊       | 134/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▊       | 134/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 135/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 135/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.193, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.180, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 137/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.180, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 137/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.222, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  29%|██▉       | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.195, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|██▉       | 139/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.195, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|██▉       | 139/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|███       | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|███       | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.241, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|███       | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.241, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  30%|███       | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.204, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███       | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.204, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███       | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.202, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.202, alignment/train=0.0843, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███       | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███       | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███▏      | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  31%|███▏      | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 148/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.218, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 149/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.218, alignment/train=0.0846, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 149/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.238, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.238, alignment/train=0.0878, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.194, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.194, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  32%|███▏      | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.193, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.193, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 153/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.206, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.239, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.239, alignment/train=0.085, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.231, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.231, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 156/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.195, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.223, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▎      | 158/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.223, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▎      | 158/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.230, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.230, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▍      | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.237, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▍      | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▍      | 161/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0927, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  34%|███▍      | 161/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.233, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▍      | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.233, alignment/train=0.0881, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▍      | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.233, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▍      | 163/469 [00:15<00:29, 10.20it/s, v_num=9, loss/train=0.233, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▍      | 163/469 [00:15<00:29, 10.20it/s, v_num=9, loss/train=0.207, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▍      | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.207, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▍      | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.193, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▌      | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.193, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▌      | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.166, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▌      | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.166, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  35%|███▌      | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.176, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.176, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 167/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.215, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.215, alignment/train=0.090, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.205, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.205, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 170/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▌      | 170/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▋      | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  36%|███▋      | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.208, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.208, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 173/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 173/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.221, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.189, alignment/train=0.0957, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.189, alignment/train=0.0957, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.177, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 176/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.177, alignment/train=0.078, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.198, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.191, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 180/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  38%|███▊      | 180/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.214, alignment/train=0.0964, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▊      | 181/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.214, alignment/train=0.0964, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▊      | 181/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.169, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 182/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.169, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 182/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 183/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 183/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.206, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 184/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.206, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 184/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 185/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  39%|███▉      | 185/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.224, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|███▉      | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.224, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|███▉      | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.187, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|███▉      | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.187, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|███▉      | 187/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.211, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|████      | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.211, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|████      | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.208, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|████      | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.208, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  40%|████      | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.213, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 190/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.213, alignment/train=0.0929, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 190/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.200, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.200, alignment/train=0.0814, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 192/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 192/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.249, alignment/train=0.0837, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████▏     | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.249, alignment/train=0.0837, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  41%|████▏     | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.221, alignment/train=0.105, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.221, alignment/train=0.105, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.210, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 196/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.210, alignment/train=0.0841, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 196/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 197/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 199/469 [00:19<00:26, 10.36it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  42%|████▏     | 199/469 [00:19<00:26, 10.36it/s, v_num=9, loss/train=0.222, alignment/train=0.0985, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 200/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.222, alignment/train=0.0985, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 200/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 201/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 201/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.227, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 203/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.227, alignment/train=0.0799, uniformity/train=-3.46, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 203/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 204/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.193, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  43%|████▎     | 204/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▎     | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▎     | 205/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.206, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▍     | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.206, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▍     | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.220, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▍     | 207/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.220, alignment/train=0.0764, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▍     | 207/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.242, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.242, alignment/train=0.0931, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.219, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▍     | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▍     | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.238, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.238, alignment/train=0.0944, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▌     | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▌     | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▌     | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.228, alignment/train=0.0914, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  45%|████▌     | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▌     | 214/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▌     | 214/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.234, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▌     | 215/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.234, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▌     | 215/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.226, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▌     | 216/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.226, alignment/train=0.0897, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▌     | 216/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▋     | 217/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▋     | 217/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0812, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.210, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.210, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.208, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 221/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.208, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  47%|████▋     | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.194, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.222, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 225/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.222, alignment/train=0.095, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 225/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 226/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 226/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.214, alignment/train=0.0787, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.214, alignment/train=0.0787, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  48%|████▊     | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.222, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▊     | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▊     | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.205, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.205, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.193, alignment/train=0.070, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 230/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.193, alignment/train=0.070, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 230/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 231/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 231/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.202, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  49%|████▉     | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|████▉     | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|████▉     | 233/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|████▉     | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.215, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|████▉     | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|█████     | 235/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|█████     | 235/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|█████     | 236/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.206, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  50%|█████     | 236/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.226, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.226, alignment/train=0.0827, uniformity/train=-3.49, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.189, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.189, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.188, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.188, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.171, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 242/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.227, alignment/train=0.0961, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 242/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.219, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.219, alignment/train=0.0836, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.229, alignment/train=0.0963, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.229, alignment/train=0.0963, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  52%|█████▏    | 246/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 247/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0889, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 247/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.170, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.235, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▎    | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.235, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▎    | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▎    | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▎    | 252/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▍    | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.215, alignment/train=0.0961, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▍    | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.230, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▍    | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.230, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▍    | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▍    | 255/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  54%|█████▍    | 255/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.211, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▍    | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.211, alignment/train=0.0745, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▍    | 256/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.0753, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▍    | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0753, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▍    | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▌    | 258/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▌    | 258/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.203, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▌    | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.203, alignment/train=0.0958, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▌    | 259/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▌    | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0831, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  55%|█████▌    | 260/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0774, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▌    | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0774, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▌    | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▌    | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▌    | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▌    | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▌    | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.206, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▋    | 264/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.206, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  56%|█████▋    | 264/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.223, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.223, alignment/train=0.103, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 267/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.196, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.196, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  57%|█████▋    | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 270/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.191, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 270/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.176, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0965, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  58%|█████▊    | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▊    | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.205, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▊    | 275/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.201, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.201, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.226, alignment/train=0.0867, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.234, alignment/train=0.0873, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|██████    | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|██████    | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|██████    | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  60%|██████    | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.199, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.183, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.208, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 286/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.208, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 286/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.198, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 287/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████    | 287/469 [00:26<00:17, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0709, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0709, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.204, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 291/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 291/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.210, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.210, alignment/train=0.0969, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.217, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.217, alignment/train=0.0834, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 295/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 296/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 296/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 297/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  63%|██████▎   | 297/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▎   | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▎   | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.192, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 299/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 302/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.200, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  64%|██████▍   | 302/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.202, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▍   | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.202, alignment/train=0.080, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▍   | 303/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▍   | 304/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▍   | 304/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▌   | 305/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▌   | 305/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.221, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▌   | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.221, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▌   | 306/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▌   | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  65%|██████▌   | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▌   | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▌   | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▌   | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▌   | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.175, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▋   | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  66%|██████▋   | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 313/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 313/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 314/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0829, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.214, alignment/train=0.097, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.214, alignment/train=0.097, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  67%|██████▋   | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 317/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.190, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 317/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.245, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.245, alignment/train=0.098, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 319/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 319/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.205, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  68%|██████▊   | 321/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▊   | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▊   | 322/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.189, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.189, alignment/train=0.0728, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▉   | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▉   | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▉   | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  69%|██████▉   | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|██████▉   | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|██████▉   | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|██████▉   | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|██████▉   | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.190, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|███████   | 329/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|███████   | 329/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.211, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|███████   | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  70%|███████   | 330/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 332/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 332/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 333/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0812, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 333/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████   | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.253, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.253, alignment/train=0.094, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.212, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.212, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0663, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 339/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0663, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 339/469 [00:31<00:12, 10.75it/s, v_num=9, loss/train=0.212, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.212, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  72%|███████▏  | 340/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.195, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 342/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.244, alignment/train=0.0958, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.244, alignment/train=0.0958, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  73%|███████▎  | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.202, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▎  | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.0738, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▎  | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 347/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 347/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 349/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  74%|███████▍  | 349/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▍  | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▍  | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▍  | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.191, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▍  | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.221, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▌  | 352/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.221, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▌  | 352/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.233, alignment/train=0.106, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▌  | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.233, alignment/train=0.106, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▌  | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▌  | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  75%|███████▌  | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.205, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▌  | 355/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.205, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▌  | 355/469 [00:32<00:10, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▌  | 356/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▌  | 356/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▌  | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▌  | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.214, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▋  | 358/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0847, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  76%|███████▋  | 358/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 359/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 361/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 361/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.179, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 362/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 362/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.222, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  77%|███████▋  | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 364/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.215, alignment/train=0.0847, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 364/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 365/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 365/469 [00:33<00:09, 10.79it/s, v_num=9, loss/train=0.186, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  78%|███████▊  | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▊  | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▊  | 369/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.194, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▉  | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0742, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▉  | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▉  | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.210, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▉  | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▉  | 372/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  79%|███████▉  | 372/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|███████▉  | 373/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.206, alignment/train=0.0775, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|███████▉  | 373/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|███████▉  | 374/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|███████▉  | 374/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|███████▉  | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|███████▉  | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.279, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|████████  | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.279, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.988, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|████████  | 376/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|████████  | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  80%|████████  | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.229, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.229, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 380/469 [00:35<00:08, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 380/469 [00:35<00:08, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.208, alignment/train=0.0906, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.211, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.211, alignment/train=0.0891, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  81%|████████▏ | 382/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 383/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 384/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0688, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0688, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 387/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 387/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 388/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.215, alignment/train=0.0846, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 388/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 389/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0835, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 389/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.145, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 390/469 [00:36<00:07, 10.82it/s, v_num=9, loss/train=0.145, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 390/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.187, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.187, alignment/train=0.079, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.247, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▎ | 392/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.247, alignment/train=0.0847, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▎ | 392/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.208, alignment/train=0.0818, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 394/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.177, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 394/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▍ | 397/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▍ | 397/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.208, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.208, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▌ | 399/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▌ | 399/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.208, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.222, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.222, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.195, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 402/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.195, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 402/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.241, alignment/train=0.0983, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 403/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.241, alignment/train=0.0983, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 403/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.228, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.096, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 407/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.224, alignment/train=0.096, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 407/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 408/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 408/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.220, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 409/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.220, alignment/train=0.0889, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 409/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 412/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 413/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 413/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0961, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 414/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0961, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 414/469 [00:38<00:05, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0791, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.213, alignment/train=0.0791, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▊ | 416/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.152, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▊ | 416/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0687, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0687, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|████████▉ | 420/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|████████▉ | 420/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|█████████ | 423/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|█████████ | 423/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|█████████ | 424/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  90%|█████████ | 424/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████ | 425/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████ | 425/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████ | 426/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████ | 426/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████ | 427/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████▏| 428/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████▏| 428/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.220, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████▏| 429/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.220, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  91%|█████████▏| 429/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.174, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.174, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.200, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 431/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.200, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 431/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 434/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.197, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.197, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.233, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.233, alignment/train=0.0848, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.216, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.216, alignment/train=0.0749, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▎| 439/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.197, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.197, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.195, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.195, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.188, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.193, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.195, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▍| 445/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.195, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▍| 445/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.183, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 448/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.198, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 448/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.220, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.220, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.173, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 453/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.173, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 453/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.274, alignment/train=0.112, uniformity/train=-3.54, contrastive_acc/train=0.973, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.274, alignment/train=0.112, uniformity/train=-3.54, contrastive_acc/train=0.973, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.232, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.232, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.202, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.202, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.205, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.205, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.188, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.188, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.154, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.154, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.207, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.207, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▊| 462/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.222, alignment/train=0.0923, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.186, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.186, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.204, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15:  99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.179, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.179, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.197, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.197, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]
Epoch 15: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.415, alignment/val=0.0839, uniformity/val=-3.62, contrastive_acc/val=0.940]

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Validation DataLoader 0:  89%|████████▊ | 70/79 [00:04<00:00, 14.48it/s]

Validation DataLoader 0:  90%|████████▉ | 71/79 [00:04<00:00, 14.66it/s]

Validation DataLoader 0:  91%|█████████ | 72/79 [00:04<00:00, 14.83it/s]

Validation DataLoader 0:  92%|█████████▏| 73/79 [00:04<00:00, 15.00it/s]

Validation DataLoader 0:  94%|█████████▎| 74/79 [00:04<00:00, 15.17it/s]

Validation DataLoader 0:  95%|█████████▍| 75/79 [00:04<00:00, 15.34it/s]

Validation DataLoader 0:  96%|█████████▌| 76/79 [00:04<00:00, 15.51it/s]

Validation DataLoader 0:  97%|█████████▋| 77/79 [00:04<00:00, 15.68it/s]

Validation DataLoader 0:  99%|█████████▊| 78/79 [00:04<00:00, 15.85it/s]

Validation DataLoader 0: 100%|██████████| 79/79 [00:04<00:00, 16.04it/s]


Epoch 15: 100%|██████████| 469/469 [00:49<00:00,  9.55it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 15: 100%|██████████| 469/469 [00:49<00:00,  9.55it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 15:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   0%|          | 1/469 [00:01<10:28,  0.74it/s, v_num=9, loss/train=0.137, alignment/train=0.0765, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   0%|          | 1/469 [00:01<10:29,  0.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   0%|          | 2/469 [00:01<06:19,  1.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   0%|          | 2/469 [00:01<06:20,  1.23it/s, v_num=9, loss/train=0.180, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|          | 3/469 [00:01<04:44,  1.64it/s, v_num=9, loss/train=0.180, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|          | 3/469 [00:01<04:44,  1.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|          | 4/469 [00:01<03:39,  2.12it/s, v_num=9, loss/train=0.165, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|          | 5/469 [00:01<03:02,  2.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|          | 5/469 [00:01<03:02,  2.55it/s, v_num=9, loss/train=0.182, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|▏         | 6/469 [00:02<02:36,  2.97it/s, v_num=9, loss/train=0.182, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|▏         | 6/469 [00:02<02:36,  2.97it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|▏         | 7/469 [00:02<02:20,  3.29it/s, v_num=9, loss/train=0.201, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   1%|▏         | 7/469 [00:02<02:20,  3.29it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 8/469 [00:02<02:11,  3.51it/s, v_num=9, loss/train=0.196, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 8/469 [00:02<02:11,  3.51it/s, v_num=9, loss/train=0.193, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 9/469 [00:02<02:00,  3.82it/s, v_num=9, loss/train=0.193, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 9/469 [00:02<02:00,  3.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 10/469 [00:02<01:50,  4.14it/s, v_num=9, loss/train=0.201, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 10/469 [00:02<01:50,  4.14it/s, v_num=9, loss/train=0.225, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 11/469 [00:02<01:44,  4.37it/s, v_num=9, loss/train=0.225, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   2%|▏         | 11/469 [00:02<01:44,  4.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 12/469 [00:02<01:39,  4.57it/s, v_num=9, loss/train=0.189, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 12/469 [00:02<01:39,  4.57it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 13/469 [00:02<01:35,  4.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 13/469 [00:02<01:35,  4.77it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 14/469 [00:02<01:30,  5.04it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 14/469 [00:02<01:30,  5.04it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 15/469 [00:02<01:26,  5.26it/s, v_num=9, loss/train=0.188, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 15/469 [00:02<01:26,  5.26it/s, v_num=9, loss/train=0.190, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 16/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   3%|▎         | 16/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.180, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▎         | 17/469 [00:02<01:18,  5.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▎         | 17/469 [00:02<01:18,  5.73it/s, v_num=9, loss/train=0.197, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 18/469 [00:03<01:17,  5.86it/s, v_num=9, loss/train=0.197, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 18/469 [00:03<01:17,  5.86it/s, v_num=9, loss/train=0.187, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 19/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.187, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 19/469 [00:03<01:17,  5.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 20/469 [00:03<01:14,  6.01it/s, v_num=9, loss/train=0.204, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 20/469 [00:03<01:14,  6.01it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 21/469 [00:03<01:12,  6.15it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   4%|▍         | 21/469 [00:03<01:12,  6.15it/s, v_num=9, loss/train=0.170, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▍         | 22/469 [00:03<01:11,  6.25it/s, v_num=9, loss/train=0.170, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▍         | 22/469 [00:03<01:11,  6.25it/s, v_num=9, loss/train=0.169, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▍         | 23/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.169, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▍         | 23/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.224, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▌         | 24/469 [00:03<01:08,  6.49it/s, v_num=9, loss/train=0.224, alignment/train=0.0938, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▌         | 24/469 [00:03<01:08,  6.49it/s, v_num=9, loss/train=0.187, alignment/train=0.0933, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▌         | 25/469 [00:03<01:07,  6.61it/s, v_num=9, loss/train=0.187, alignment/train=0.0933, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   5%|▌         | 25/469 [00:03<01:07,  6.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 26/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 26/469 [00:03<01:06,  6.70it/s, v_num=9, loss/train=0.198, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 27/469 [00:03<01:04,  6.86it/s, v_num=9, loss/train=0.198, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 27/469 [00:03<01:04,  6.86it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 28/469 [00:03<01:02,  7.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 28/469 [00:03<01:02,  7.00it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 29/469 [00:04<01:02,  7.03it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▌         | 29/469 [00:04<01:02,  7.03it/s, v_num=9, loss/train=0.198, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▋         | 30/469 [00:04<01:01,  7.13it/s, v_num=9, loss/train=0.198, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   6%|▋         | 30/469 [00:04<01:01,  7.13it/s, v_num=9, loss/train=0.247, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 31/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.247, alignment/train=0.094, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 31/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.192, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 32/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.192, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 32/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 33/469 [00:04<00:59,  7.31it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 33/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.211, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 34/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.211, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 34/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 35/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   7%|▋         | 35/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.186, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 36/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 36/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.209, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 37/469 [00:04<00:56,  7.63it/s, v_num=9, loss/train=0.209, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 37/469 [00:04<00:56,  7.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 38/469 [00:04<00:55,  7.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 38/469 [00:04<00:55,  7.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 39/469 [00:04<00:55,  7.81it/s, v_num=9, loss/train=0.202, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   8%|▊         | 39/469 [00:04<00:55,  7.81it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▊         | 40/469 [00:05<00:54,  7.84it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▊         | 40/469 [00:05<00:54,  7.84it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▊         | 41/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▊         | 41/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.214, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.211, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▉         | 43/469 [00:05<00:53,  7.92it/s, v_num=9, loss/train=0.211, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▉         | 43/469 [00:05<00:53,  7.92it/s, v_num=9, loss/train=0.200, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▉         | 44/469 [00:05<00:53,  8.01it/s, v_num=9, loss/train=0.200, alignment/train=0.0778, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   9%|▉         | 44/469 [00:05<00:53,  8.01it/s, v_num=9, loss/train=0.155, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|▉         | 45/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.155, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|▉         | 45/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|▉         | 46/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|▉         | 46/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.185, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|█         | 47/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.185, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|█         | 47/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|█         | 48/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|█         | 48/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|█         | 49/469 [00:05<00:50,  8.27it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  10%|█         | 49/469 [00:05<00:50,  8.27it/s, v_num=9, loss/train=0.158, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█         | 50/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.158, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█         | 50/469 [00:06<00:50,  8.25it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█         | 51/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█         | 51/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█         | 52/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█         | 52/469 [00:06<00:49,  8.39it/s, v_num=9, loss/train=0.193, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.193, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 54/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 55/469 [00:06<00:48,  8.62it/s, v_num=9, loss/train=0.208, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 55/469 [00:06<00:48,  8.61it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 56/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 56/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0743, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 57/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0743, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 57/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 58/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  12%|█▏        | 58/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.207, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 59/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0884, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 59/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0643, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 60/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0643, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 60/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.202, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 61/469 [00:07<00:47,  8.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 61/469 [00:07<00:47,  8.65it/s, v_num=9, loss/train=0.232, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 62/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.232, alignment/train=0.0835, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 62/469 [00:07<00:46,  8.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 63/469 [00:07<00:46,  8.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  13%|█▎        | 63/469 [00:07<00:46,  8.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▎        | 64/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.190, alignment/train=0.0882, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▎        | 64/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 65/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 65/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 66/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 66/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 67/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.187, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 67/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 68/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  14%|█▍        | 68/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.164, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▍        | 69/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.164, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▍        | 69/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.197, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▍        | 70/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.197, alignment/train=0.0738, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▍        | 70/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▌        | 71/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▌        | 71/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▌        | 72/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  15%|█▌        | 72/469 [00:08<00:44,  8.98it/s, v_num=9, loss/train=0.222, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 73/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.222, alignment/train=0.0863, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 73/469 [00:08<00:43,  9.02it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 74/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 74/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 75/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 75/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.168, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 76/469 [00:08<00:43,  9.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▌        | 76/469 [00:08<00:43,  9.10it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▋        | 77/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.202, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  16%|█▋        | 77/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 78/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.243, alignment/train=0.0985, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 78/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 79/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 79/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 80/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.175, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 80/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 81/469 [00:08<00:41,  9.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 81/469 [00:08<00:41,  9.25it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 82/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  17%|█▋        | 82/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 83/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 83/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 84/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.208, alignment/train=0.0831, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 84/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 85/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 85/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▊        | 87/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.212, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▊        | 87/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 88/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.197, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 88/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 89/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.195, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 89/469 [00:09<00:40,  9.32it/s, v_num=9, loss/train=0.187, alignment/train=0.0748, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 90/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.187, alignment/train=0.0748, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 90/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.188, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 91/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.188, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  19%|█▉        | 91/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|█▉        | 92/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.187, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|█▉        | 92/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.184, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|█▉        | 93/469 [00:09<00:39,  9.47it/s, v_num=9, loss/train=0.184, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|█▉        | 93/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|██        | 94/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|██        | 94/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|██        | 95/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|██        | 95/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|██        | 96/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.197, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  20%|██        | 96/469 [00:10<00:39,  9.45it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██        | 97/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██        | 97/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██        | 98/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██        | 98/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██        | 99/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██        | 99/469 [00:10<00:38,  9.50it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██▏       | 100/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.196, alignment/train=0.080, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  21%|██▏       | 100/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 101/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0966, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 101/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.200, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 102/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.200, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 102/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 103/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.190, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 103/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 104/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.198, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 104/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.188, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  22%|██▏       | 105/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.176, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 106/469 [00:10<00:37,  9.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 106/469 [00:10<00:37,  9.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 107/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 107/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.220, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.220, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.204, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 109/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.204, alignment/train=0.0907, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 109/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 110/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  23%|██▎       | 110/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▎       | 111/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▎       | 111/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.200, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▍       | 113/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▍       | 113/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.192, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▍       | 114/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  24%|██▍       | 114/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▍       | 115/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.166, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▍       | 115/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.143, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.143, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▌       | 118/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▌       | 118/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▌       | 119/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  25%|██▌       | 119/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.198, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 120/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.198, alignment/train=0.0704, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 120/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 121/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 121/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.227, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 122/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.227, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 122/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 123/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.197, alignment/train=0.084, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▌       | 123/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▋       | 124/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  26%|██▋       | 124/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 125/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.166, alignment/train=0.0737, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 125/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 126/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 126/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.202, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 127/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.202, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 127/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.163, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 128/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.163, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  27%|██▋       | 128/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 129/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 129/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 130/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 130/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 131/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 131/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0954, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 132/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.238, alignment/train=0.0954, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 132/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.209, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▊       | 134/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.209, alignment/train=0.0857, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▊       | 134/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 135/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.195, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 135/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 136/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.168, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 136/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.215, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.215, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  29%|██▉       | 138/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|██▉       | 139/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.196, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|██▉       | 139/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.233, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|██▉       | 140/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.233, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|██▉       | 140/469 [00:14<00:32,  9.97it/s, v_num=9, loss/train=0.179, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|███       | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|███       | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.187, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|███       | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.187, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|███       | 142/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|███       | 143/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  30%|███       | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███       | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███       | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███       | 146/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.173, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███       | 146/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███▏      | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0789, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  31%|███▏      | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.228, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 148/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.228, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 148/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.195, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.195, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 150/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.177, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 150/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.187, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.202, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.202, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  32%|███▏      | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 154/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.183, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 154/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.173, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 155/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.173, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 155/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.184, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  33%|███▎      | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▎      | 158/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▎      | 158/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.167, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.167, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▍      | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▍      | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.204, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▍      | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.204, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  34%|███▍      | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.199, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▍      | 162/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.199, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▍      | 162/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.175, alignment/train=0.0641, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▍      | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.175, alignment/train=0.0641, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▍      | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.191, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.191, alignment/train=0.0876, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.214, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▌      | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.214, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  35%|███▌      | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.179, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.179, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.212, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 168/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.212, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 168/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 170/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▌      | 170/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▋      | 171/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  36%|███▋      | 171/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.174, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.174, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.177, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.177, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  37%|███▋      | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.202, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 178/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 179/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.202, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 179/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 180/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.180, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  38%|███▊      | 180/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▊      | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▊      | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.184, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.184, alignment/train=0.0697, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 183/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.185, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 183/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.192, alignment/train=0.0693, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.192, alignment/train=0.0693, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  39%|███▉      | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.187, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.185, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|███▉      | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.185, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|███▉      | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|████      | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|████      | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|████      | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.198, alignment/train=0.0983, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  40%|████      | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.199, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 191/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.194, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.194, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.186, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████▏     | 194/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.186, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  41%|████▏     | 194/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.195, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.195, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 195/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.184, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.213, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.213, alignment/train=0.0933, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 198/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 199/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.204, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  42%|████▏     | 199/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.180, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 201/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.198, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 201/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.163, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.163, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.207, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 204/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.213, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  43%|████▎     | 204/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▎     | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▎     | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.179, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▍     | 206/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.179, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▍     | 206/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▍     | 207/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▍     | 207/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▍     | 208/469 [00:20<00:25, 10.39it/s, v_num=9, loss/train=0.202, alignment/train=0.0747, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  44%|████▍     | 208/469 [00:20<00:25, 10.39it/s, v_num=9, loss/train=0.175, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.198, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.198, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▍     | 211/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.207, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▍     | 211/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.201, alignment/train=0.0845, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▌     | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.201, alignment/train=0.0845, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▌     | 212/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.151, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▌     | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.151, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  45%|████▌     | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.209, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▌     | 214/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.209, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▌     | 214/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▌     | 215/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▌     | 215/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▌     | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▌     | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.216, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▋     | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.216, alignment/train=0.0933, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▋     | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 219/469 [00:20<00:23, 10.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 219/469 [00:20<00:23, 10.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 220/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.241, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 222/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.241, alignment/train=0.0784, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  47%|████▋     | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.212, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 223/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.212, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 223/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 224/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.210, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.210, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 225/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.234, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.234, alignment/train=0.0925, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  48%|████▊     | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.172, alignment/train=0.0685, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▊     | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.172, alignment/train=0.0685, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▊     | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 229/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 229/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 232/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.208, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  49%|████▉     | 232/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|████▉     | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|████▉     | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|████▉     | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|████▉     | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|█████     | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|█████     | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.256, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|█████     | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.256, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  50%|█████     | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 237/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 237/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.174, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 238/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████     | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.236, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████▏    | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.236, alignment/train=0.0906, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  51%|█████▏    | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.208, alignment/train=0.0861, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 242/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0861, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 242/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.193, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 243/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.193, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 243/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.195, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  52%|█████▏    | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.218, alignment/train=0.0824, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 248/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.182, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 248/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 250/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.172, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  53%|█████▎    | 250/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▎    | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▎    | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.181, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.193, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▍    | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.193, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▍    | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▍    | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0908, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▍    | 254/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.206, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▍    | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.206, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  54%|█████▍    | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▍    | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▍    | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.214, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▌    | 258/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.214, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▌    | 258/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.226, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.226, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.209, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▌    | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.209, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  55%|█████▌    | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▌    | 261/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▌    | 261/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.211, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▌    | 262/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.211, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▌    | 262/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▌    | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.208, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▌    | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.187, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 265/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.160, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 265/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.212, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.190, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.190, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  57%|█████▋    | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0919, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.192, alignment/train=0.0919, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.193, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.201, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 273/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 273/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 274/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  58%|█████▊    | 274/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▊    | 275/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▊    | 275/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.207, alignment/train=0.0745, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.170, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 277/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.170, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 277/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 278/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 278/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  59%|█████▉    | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.167, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|█████▉    | 280/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0809, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|█████▉    | 280/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.188, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|█████▉    | 281/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.188, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|█████▉    | 281/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.258, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|██████    | 282/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.258, alignment/train=0.0921, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|██████    | 282/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.181, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|██████    | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  60%|██████    | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 284/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 284/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.218, alignment/train=0.0966, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.218, alignment/train=0.0966, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.196, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 287/469 [00:27<00:17, 10.59it/s, v_num=9, loss/train=0.196, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████    | 287/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.202, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████▏   | 288/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  61%|██████▏   | 288/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 289/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 289/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.214, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.207, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.200, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 293/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.200, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  62%|██████▏   | 293/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.184, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 294/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.149, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 297/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.184, alignment/train=0.0782, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  63%|██████▎   | 297/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▎   | 298/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▎   | 298/469 [00:28<00:16, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.202, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 300/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 300/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0705, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0705, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 302/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0728, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  64%|██████▍   | 302/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▍   | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▍   | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▌   | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▌   | 305/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0658, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▌   | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.177, alignment/train=0.0658, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▌   | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▌   | 307/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  65%|██████▌   | 307/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▌   | 308/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.223, alignment/train=0.0908, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▌   | 308/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▌   | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▌   | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▌   | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▌   | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▋   | 311/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  66%|██████▋   | 311/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.165, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 312/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 312/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.198, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.198, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 313/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 314/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.0854, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 314/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.181, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 315/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.181, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 315/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 316/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.198, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  67%|██████▋   | 316/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 317/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.207, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 317/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.185, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 318/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 318/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 319/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 320/469 [00:30<00:14, 10.64it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 320/469 [00:30<00:14, 10.64it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.193, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  68%|██████▊   | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▊   | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▊   | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▉   | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▉   | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▉   | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  69%|██████▉   | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.240, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|██████▉   | 326/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.240, alignment/train=0.0912, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|██████▉   | 326/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|██████▉   | 327/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0722, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|██████▉   | 327/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|██████▉   | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|██████▉   | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.211, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|███████   | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.211, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|███████   | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|███████   | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  70%|███████   | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.214, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 331/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 331/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 332/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.189, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 332/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 333/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.226, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 333/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 334/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████   | 334/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████▏  | 335/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  71%|███████▏  | 335/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 336/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.177, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.177, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.185, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.187, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 340/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  72%|███████▏  | 340/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  73%|███████▎  | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▎  | 345/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▎  | 345/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 346/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 346/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 347/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 347/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  74%|███████▍  | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▍  | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▍  | 350/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▍  | 351/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▍  | 351/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▌  | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▌  | 352/469 [00:32<00:10, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▌  | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.201, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▌  | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▌  | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  75%|███████▌  | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▌  | 355/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▌  | 355/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▌  | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▌  | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.234, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▋  | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  76%|███████▋  | 358/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 359/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 360/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.233, alignment/train=0.0815, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 362/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.195, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  77%|███████▋  | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 364/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.213, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 364/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 366/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.191, alignment/train=0.0902, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 366/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.182, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 367/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.199, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.199, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  78%|███████▊  | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▊  | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▊  | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▉  | 370/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▉  | 370/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.192, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▉  | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▉  | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|███████▉  | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|███████▉  | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|███████▉  | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|███████▉  | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|███████▉  | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|███████▉  | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|████████  | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|████████  | 376/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|████████  | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  80%|████████  | 377/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 378/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 378/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0803, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0827, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████  | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.217, alignment/train=0.0871, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 384/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 384/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 385/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 385/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  82%|████████▏ | 386/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 390/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 390/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 391/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  83%|████████▎ | 391/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0978, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0978, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 393/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.142, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 395/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.142, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 395/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 396/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.204, alignment/train=0.0838, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  84%|████████▍ | 396/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0962, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.214, alignment/train=0.0874, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0961, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.191, alignment/train=0.0961, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.211, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.211, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.0921, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  86%|████████▋ | 405/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.210, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.207, alignment/train=0.066, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.207, alignment/train=0.066, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0791, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0791, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0974, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.200, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.166, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▊ | 416/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.206, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▉ | 418/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▉ | 418/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.219, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.219, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  89%|████████▉ | 419/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.227, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.227, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|████████▉ | 421/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|████████▉ | 421/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.219, alignment/train=0.0873, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 430/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.226, alignment/train=0.0848, uniformity/train=-3.52, contrastive_acc/train=0.984, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 430/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0722, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 433/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  92%|█████████▏| 433/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0754, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0754, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 436/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0846, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 436/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.133, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.133, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 438/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  93%|█████████▎| 438/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.196, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.196, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0928, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.264, alignment/train=0.0838, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.264, alignment/train=0.0838, uniformity/train=-3.47, contrastive_acc/train=0.980, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.235, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.235, alignment/train=0.0817, uniformity/train=-3.46, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.201, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.201, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.195, alignment/train=0.0835, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.211, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.211, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.204, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.204, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.161, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 459/469 [00:41<00:00, 10.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 459/469 [00:41<00:00, 10.94it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 461/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.173, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  98%|█████████▊| 461/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.184, alignment/train=0.094, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.184, alignment/train=0.094, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.229, alignment/train=0.0942, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▉| 464/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.229, alignment/train=0.0942, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▉| 464/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.201, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▉| 466/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.201, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:  99%|█████████▉| 466/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.207, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.207, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.412, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]

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Epoch 16: 100%|██████████| 469/469 [00:48<00:00,  9.72it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16: 100%|██████████| 469/469 [00:48<00:00,  9.72it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 16:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   0%|          | 1/469 [00:01<13:00,  0.60it/s, v_num=9, loss/train=0.183, alignment/train=0.107, uniformity/train=-3.51, contrastive_acc/train=0.990, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   0%|          | 1/469 [00:01<13:01,  0.60it/s, v_num=9, loss/train=0.164, alignment/train=0.0892, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   0%|          | 2/469 [00:01<06:44,  1.15it/s, v_num=9, loss/train=0.164, alignment/train=0.0892, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   0%|          | 2/469 [00:01<06:44,  1.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|          | 3/469 [00:01<04:41,  1.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|          | 3/469 [00:01<04:41,  1.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|          | 4/469 [00:01<03:48,  2.03it/s, v_num=9, loss/train=0.219, alignment/train=0.0918, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|          | 4/469 [00:01<03:48,  2.03it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|          | 5/469 [00:02<03:07,  2.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|          | 5/469 [00:02<03:07,  2.47it/s, v_num=9, loss/train=0.207, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.207, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|▏         | 7/469 [00:02<02:21,  3.27it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   1%|▏         | 7/469 [00:02<02:21,  3.27it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 8/469 [00:02<02:06,  3.64it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 8/469 [00:02<02:06,  3.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 9/469 [00:02<01:56,  3.94it/s, v_num=9, loss/train=0.186, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 9/469 [00:02<01:56,  3.94it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 10/469 [00:02<01:52,  4.07it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 10/469 [00:02<01:52,  4.07it/s, v_num=9, loss/train=0.201, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 11/469 [00:02<01:46,  4.29it/s, v_num=9, loss/train=0.201, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   2%|▏         | 11/469 [00:02<01:46,  4.29it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 12/469 [00:02<01:39,  4.58it/s, v_num=9, loss/train=0.201, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 12/469 [00:02<01:39,  4.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 13/469 [00:02<01:35,  4.79it/s, v_num=9, loss/train=0.180, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 13/469 [00:02<01:35,  4.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 14/469 [00:02<01:31,  4.99it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 14/469 [00:02<01:31,  4.99it/s, v_num=9, loss/train=0.179, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 15/469 [00:02<01:26,  5.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 15/469 [00:02<01:26,  5.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.194, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.166, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▎         | 17/469 [00:03<01:21,  5.55it/s, v_num=9, loss/train=0.166, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▎         | 17/469 [00:03<01:21,  5.54it/s, v_num=9, loss/train=0.160, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 18/469 [00:03<01:19,  5.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 18/469 [00:03<01:19,  5.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 19/469 [00:03<01:16,  5.89it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 19/469 [00:03<01:16,  5.89it/s, v_num=9, loss/train=0.200, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 20/469 [00:03<01:14,  6.00it/s, v_num=9, loss/train=0.200, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 20/469 [00:03<01:14,  6.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 21/469 [00:03<01:13,  6.07it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   4%|▍         | 21/469 [00:03<01:13,  6.07it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▍         | 22/469 [00:03<01:11,  6.24it/s, v_num=9, loss/train=0.226, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▍         | 22/469 [00:03<01:11,  6.24it/s, v_num=9, loss/train=0.186, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.214, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.214, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▌         | 25/469 [00:03<01:06,  6.66it/s, v_num=9, loss/train=0.194, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   5%|▌         | 25/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 26/469 [00:03<01:06,  6.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 26/469 [00:03<01:06,  6.69it/s, v_num=9, loss/train=0.196, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 27/469 [00:03<01:04,  6.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0837, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 27/469 [00:03<01:04,  6.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 28/469 [00:04<01:03,  6.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 28/469 [00:04<01:03,  6.99it/s, v_num=9, loss/train=0.206, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 29/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.206, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▌         | 29/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.199, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▋         | 30/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.199, alignment/train=0.0958, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   6%|▋         | 30/469 [00:04<01:02,  7.00it/s, v_num=9, loss/train=0.223, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 31/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.223, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 31/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 32/469 [00:04<01:00,  7.28it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 32/469 [00:04<01:00,  7.28it/s, v_num=9, loss/train=0.143, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 33/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.143, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 33/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 34/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 34/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 35/469 [00:04<00:58,  7.46it/s, v_num=9, loss/train=0.213, alignment/train=0.0898, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   7%|▋         | 35/469 [00:04<00:58,  7.46it/s, v_num=9, loss/train=0.217, alignment/train=0.0909, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 36/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.217, alignment/train=0.0909, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 36/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 37/469 [00:04<00:56,  7.70it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 37/469 [00:04<00:56,  7.70it/s, v_num=9, loss/train=0.153, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 38/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.153, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 38/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 39/469 [00:04<00:54,  7.87it/s, v_num=9, loss/train=0.182, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   8%|▊         | 39/469 [00:04<00:54,  7.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▊         | 40/469 [00:05<00:55,  7.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▊         | 40/469 [00:05<00:55,  7.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▊         | 41/469 [00:05<00:54,  7.82it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▊         | 41/469 [00:05<00:54,  7.82it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.218, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▉         | 43/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▉         | 43/469 [00:05<00:53,  7.96it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▉         | 44/469 [00:05<00:53,  8.02it/s, v_num=9, loss/train=0.213, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:   9%|▉         | 44/469 [00:05<00:53,  8.01it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|▉         | 45/469 [00:05<00:52,  8.01it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|▉         | 45/469 [00:05<00:52,  8.01it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|▉         | 46/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|▉         | 46/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.216, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|█         | 47/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.216, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|█         | 47/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.167, alignment/train=0.0921, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|█         | 48/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.167, alignment/train=0.0921, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|█         | 48/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|█         | 49/469 [00:05<00:50,  8.29it/s, v_num=9, loss/train=0.179, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  10%|█         | 49/469 [00:05<00:50,  8.29it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█         | 50/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█         | 50/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.157, alignment/train=0.0668, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█         | 51/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.157, alignment/train=0.0668, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█         | 51/469 [00:06<00:49,  8.37it/s, v_num=9, loss/train=0.199, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█         | 52/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█         | 52/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.188, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.177, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 55/469 [00:06<00:48,  8.45it/s, v_num=9, loss/train=0.177, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 55/469 [00:06<00:48,  8.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 56/469 [00:06<00:48,  8.52it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.193, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 59/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 59/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 60/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 60/469 [00:06<00:46,  8.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 61/469 [00:06<00:46,  8.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 61/469 [00:06<00:46,  8.72it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 62/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 62/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 63/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  13%|█▎        | 63/469 [00:07<00:46,  8.74it/s, v_num=9, loss/train=0.216, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▎        | 64/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0911, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▎        | 64/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.176, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 65/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 65/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 66/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.169, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 66/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 67/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 67/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.214, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.184, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▍        | 69/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.184, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▍        | 69/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.197, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▍        | 70/469 [00:07<00:44,  9.06it/s, v_num=9, loss/train=0.197, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▍        | 70/469 [00:07<00:44,  9.06it/s, v_num=9, loss/train=0.189, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▌        | 71/469 [00:07<00:43,  9.05it/s, v_num=9, loss/train=0.189, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▌        | 71/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▌        | 72/469 [00:07<00:43,  9.03it/s, v_num=9, loss/train=0.187, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  15%|█▌        | 72/469 [00:07<00:43,  9.03it/s, v_num=9, loss/train=0.225, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 73/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.225, alignment/train=0.0753, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 73/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.193, alignment/train=0.0811, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 76/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▌        | 76/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▋        | 77/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  16%|█▋        | 77/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 78/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 78/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 79/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 79/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.153, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 80/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.153, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 80/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.174, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 81/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 81/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 82/469 [00:08<00:41,  9.26it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  17%|█▋        | 82/469 [00:08<00:41,  9.26it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 83/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.217, alignment/train=0.0882, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 83/469 [00:08<00:41,  9.30it/s, v_num=9, loss/train=0.181, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 84/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 84/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 85/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 85/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.183, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 86/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.183, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  18%|█▊        | 86/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.236, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▊        | 87/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.236, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▊        | 87/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 88/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 88/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 89/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 89/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.210, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 90/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.210, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 90/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 91/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  19%|█▉        | 91/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.185, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|█▉        | 92/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.185, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|█▉        | 92/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|█▉        | 93/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|█▉        | 93/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.185, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|██        | 95/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.185, alignment/train=0.0763, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|██        | 95/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|██        | 96/469 [00:10<00:39,  9.55it/s, v_num=9, loss/train=0.180, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  20%|██        | 96/469 [00:10<00:39,  9.55it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██        | 97/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██        | 97/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.209, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██        | 98/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.209, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██        | 98/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██▏       | 100/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  21%|██▏       | 100/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.195, alignment/train=0.0688, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 101/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0688, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 101/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.204, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 102/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.204, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 102/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.186, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 104/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.193, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 104/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 105/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  22%|██▏       | 105/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 106/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 106/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.211, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 107/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.211, alignment/train=0.0809, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 107/469 [00:11<00:37,  9.71it/s, v_num=9, loss/train=0.142, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 108/469 [00:11<00:37,  9.66it/s, v_num=9, loss/train=0.142, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 108/469 [00:11<00:37,  9.66it/s, v_num=9, loss/train=0.177, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 109/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0799, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 109/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.227, alignment/train=0.0946, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 110/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.227, alignment/train=0.0946, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  23%|██▎       | 110/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.222, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▎       | 111/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.222, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▎       | 111/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▍       | 112/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.234, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▍       | 112/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▍       | 113/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0874, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▍       | 113/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.181, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▍       | 114/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.181, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  24%|██▍       | 114/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.181, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▍       | 115/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.181, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▍       | 115/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▍       | 116/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▍       | 116/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0758, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▌       | 119/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  25%|██▌       | 119/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.159, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 120/469 [00:12<00:35,  9.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 120/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 122/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.155, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 122/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 123/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0801, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▌       | 123/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.196, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▋       | 124/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.196, alignment/train=0.0843, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  26%|██▋       | 124/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 125/469 [00:12<00:34,  9.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 125/469 [00:12<00:34,  9.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.172, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 127/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 127/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.226, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 128/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.226, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  27%|██▋       | 128/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.158, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 129/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 129/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 130/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 130/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 131/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.166, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 131/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 132/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 132/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.197, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.197, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.176, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▊       | 134/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▊       | 134/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.168, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 135/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.168, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 135/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.206, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 136/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 136/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.160, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.160, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|██▉       | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|██▉       | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.193, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|██▉       | 140/469 [00:13<00:32, 10.02it/s, v_num=9, loss/train=0.193, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|██▉       | 140/469 [00:13<00:32, 10.02it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|███       | 141/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|███       | 141/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|███       | 142/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|███       | 142/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.153, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|███       | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.153, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  30%|███       | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.207, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███       | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.207, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███       | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.217, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███       | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.217, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███       | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.183, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███▏      | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.183, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  31%|███▏      | 147/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.206, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.206, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.170, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.170, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.192, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.192, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 152/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  32%|███▏      | 152/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 156/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 156/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 157/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  33%|███▎      | 157/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.187, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.187, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.190, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▍      | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.190, alignment/train=0.0819, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▍      | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▍      | 160/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.195, alignment/train=0.0834, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▍      | 160/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.203, alignment/train=0.0905, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▍      | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.203, alignment/train=0.0905, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  34%|███▍      | 161/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.223, alignment/train=0.0963, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▍      | 162/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.223, alignment/train=0.0963, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▍      | 162/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▍      | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▍      | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.213, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.213, alignment/train=0.082, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.200, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▌      | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.200, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▌      | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.237, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▌      | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.237, alignment/train=0.0844, uniformity/train=-3.49, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  35%|███▌      | 166/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 167/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.211, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.211, alignment/train=0.0732, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.176, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.176, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.178, alignment/train=0.0653, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0653, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▌      | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.206, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.206, alignment/train=0.0825, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.218, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 174/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.218, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 174/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0661, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 175/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0661, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  37%|███▋      | 175/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.198, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.198, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 176/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0966, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.177, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.177, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.213, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 179/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.213, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 179/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.174, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 180/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.174, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  38%|███▊      | 180/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.144, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▊      | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.144, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▊      | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.187, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.171, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 183/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.220, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.220, alignment/train=0.0913, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|███▉      | 186/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|███▉      | 186/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|███▉      | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|███▉      | 187/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|████      | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|████      | 188/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|████      | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.164, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  40%|████      | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.225, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 190/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.225, alignment/train=0.0806, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 190/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 191/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 191/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 192/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 192/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.199, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 193/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████      | 193/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 195/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.197, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 195/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.218, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 196/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.218, alignment/train=0.0723, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 196/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.165, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.165, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 198/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 198/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.183, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.183, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  42%|████▏     | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.168, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.168, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 200/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 201/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.168, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 201/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 202/469 [00:19<00:25, 10.30it/s, v_num=9, loss/train=0.165, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.165, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 203/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.191, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.191, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  43%|████▎     | 204/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▎     | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▎     | 205/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.202, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▍     | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▍     | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▍     | 207/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0905, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▍     | 207/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▍     | 208/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  44%|████▍     | 208/469 [00:20<00:25, 10.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▍     | 209/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▍     | 209/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.247, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▍     | 210/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.247, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▍     | 210/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.153, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▍     | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.153, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▍     | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▌     | 212/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.186, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▌     | 212/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▌     | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0849, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  45%|████▌     | 213/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.182, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▌     | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.182, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▌     | 214/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▌     | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▌     | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▌     | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.189, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▌     | 216/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▋     | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▋     | 217/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.170, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▋     | 218/469 [00:21<00:24, 10.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  46%|████▋     | 218/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.169, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.172, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.172, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.249, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 221/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.249, alignment/train=0.0914, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 221/469 [00:21<00:23, 10.37it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 222/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  47%|████▋     | 222/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 223/469 [00:21<00:23, 10.36it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 224/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 224/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 225/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.173, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 226/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  48%|████▊     | 227/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▊     | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▊     | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  49%|████▉     | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.203, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|████▉     | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.203, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|████▉     | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.192, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|████▉     | 234/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.192, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|████▉     | 234/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|█████     | 235/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.183, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|█████     | 235/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|█████     | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  50%|█████     | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.195, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 237/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.195, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 237/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.178, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████     | 240/469 [00:22<00:21, 10.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████▏    | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.189, alignment/train=0.0739, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  51%|█████▏    | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.187, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 242/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.187, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 242/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 243/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 243/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.192, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 244/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.198, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.204, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.204, alignment/train=0.0753, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 247/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.155, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 247/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.157, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.157, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.096, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.096, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 249/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.191, alignment/train=0.0766, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 250/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.191, alignment/train=0.0766, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  53%|█████▎    | 250/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▎    | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▎    | 251/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▎    | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.201, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▎    | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.161, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▍    | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▍    | 253/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.222, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▍    | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.222, alignment/train=0.0953, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▍    | 254/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▍    | 255/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.207, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  54%|█████▍    | 255/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.155, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▍    | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.155, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▍    | 256/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.199, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▍    | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.199, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▍    | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▌    | 258/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▌    | 258/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.208, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▌    | 260/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  55%|█████▌    | 260/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▌    | 261/469 [00:24<00:19, 10.49it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▌    | 261/469 [00:24<00:19, 10.49it/s, v_num=9, loss/train=0.209, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▌    | 262/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.209, alignment/train=0.0832, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▌    | 262/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▌    | 263/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▌    | 263/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.191, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▋    | 264/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.191, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  56%|█████▋    | 264/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.206, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.206, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.189, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 268/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 268/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.177, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 269/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  57%|█████▋    | 269/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.162, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.162, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 270/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 271/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.220, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 271/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0702, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 272/469 [00:25<00:18, 10.53it/s, v_num=9, loss/train=0.189, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  58%|█████▊    | 274/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▊    | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.225, alignment/train=0.0857, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▊    | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.194, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 277/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.194, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 277/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 278/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.179, alignment/train=0.0712, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 278/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.182, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 279/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.182, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  59%|█████▉    | 279/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.202, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|█████▉    | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.202, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|█████▉    | 280/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|█████▉    | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.184, alignment/train=0.0773, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|█████▉    | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.214, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|██████    | 282/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.214, alignment/train=0.0911, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|██████    | 282/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.198, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|██████    | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  60%|██████    | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.209, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.189, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.189, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.160, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 286/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.195, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 287/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0864, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████    | 287/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████▏   | 288/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  61%|██████▏   | 288/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.177, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 289/469 [00:27<00:17, 10.59it/s, v_num=9, loss/train=0.177, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 289/469 [00:27<00:17, 10.59it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 290/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 291/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.209, alignment/train=0.0932, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  62%|██████▏   | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.212, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.212, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 295/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 295/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.239, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.239, alignment/train=0.0857, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.244, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.244, alignment/train=0.0768, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  63%|██████▎   | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▎   | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▎   | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.103, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.212, alignment/train=0.103, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.168, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 300/469 [00:28<00:15, 10.59it/s, v_num=9, loss/train=0.208, alignment/train=0.0715, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 301/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.208, alignment/train=0.0715, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 301/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 302/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0717, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  64%|██████▍   | 302/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▍   | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0906, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▍   | 303/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▍   | 304/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.086, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▍   | 304/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▌   | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▌   | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.184, alignment/train=0.0664, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▌   | 307/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0664, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  65%|██████▌   | 307/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▌   | 308/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▌   | 308/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▌   | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▌   | 309/469 [00:29<00:15, 10.63it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▌   | 310/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▌   | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.200, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▋   | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  66%|██████▋   | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.193, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.193, alignment/train=0.0816, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.228, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.228, alignment/train=0.0818, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.185, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.185, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.203, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 319/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 319/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  68%|██████▊   | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▊   | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▊   | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.179, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▉   | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.077, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▉   | 324/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▉   | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  69%|██████▉   | 325/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|██████▉   | 326/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|██████▉   | 326/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|██████▉   | 327/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|██████▉   | 327/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|██████▉   | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|██████▉   | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.206, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.206, alignment/train=0.0896, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|███████   | 330/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0875, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  70%|███████   | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 331/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 331/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.209, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.209, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████   | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.208, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████▏  | 335/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.208, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  71%|███████▏  | 335/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 336/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 336/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.158, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.158, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  72%|███████▏  | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.210, alignment/train=0.0955, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 342/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0955, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 342/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.203, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 343/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.203, alignment/train=0.0943, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 343/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  73%|███████▎  | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▎  | 345/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0743, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▎  | 345/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.199, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 346/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.199, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 346/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 348/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 349/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  74%|███████▍  | 349/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▍  | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.198, alignment/train=0.0851, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▍  | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▍  | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▍  | 351/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▌  | 352/469 [00:32<00:10, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▌  | 352/469 [00:32<00:10, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▌  | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.088, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▌  | 353/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▌  | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  75%|███████▌  | 354/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▌  | 355/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.203, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▌  | 355/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▌  | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▌  | 356/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▋  | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  76%|███████▋  | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.0654, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 361/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0654, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 361/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.219, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.219, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.237, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 363/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.237, alignment/train=0.0917, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  77%|███████▋  | 363/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 365/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 366/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0844, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 366/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.218, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.218, alignment/train=0.080, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  78%|███████▊  | 368/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.167, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▊  | 369/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.167, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▊  | 369/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▉  | 370/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▉  | 370/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▉  | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▉  | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▉  | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  79%|███████▉  | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.226, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|███████▉  | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.226, alignment/train=0.0922, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|███████▉  | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|███████▉  | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|███████▉  | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|███████▉  | 375/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.210, alignment/train=0.0899, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|███████▉  | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|████████  | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|████████  | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|████████  | 377/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  80%|████████  | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 378/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.142, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 378/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.087, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.191, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.191, alignment/train=0.0821, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 380/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████  | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  81%|████████▏ | 382/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 384/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.150, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 387/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0903, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.199, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.195, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.222, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 393/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.0888, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 393/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0968, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 394/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0968, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 394/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.208, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.208, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.178, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▌ | 400/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  85%|████████▌ | 400/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.220, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.220, alignment/train=0.0854, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 401/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.211, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.178, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 403/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▋ | 405/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  86%|████████▋ | 405/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.222, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.222, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 406/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.194, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 409/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.205, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  87%|████████▋ | 410/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.188, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.188, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 414/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0927, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0927, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.145, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.145, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▉ | 418/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▉ | 418/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.077, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.185, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.220, alignment/train=0.0987, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.220, alignment/train=0.0987, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  90%|█████████ | 424/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.200, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████ | 426/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████ | 426/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.215, alignment/train=0.0945, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████▏| 429/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.179, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  91%|█████████▏| 429/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.195, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 430/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.205, alignment/train=0.0726, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 437/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 437/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.202, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▎| 439/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.202, alignment/train=0.0806, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▎| 439/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 440/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 440/469 [00:40<00:02, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 442/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0862, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 442/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  94%|█████████▍| 443/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.213, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.213, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.181, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 449/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.197, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  96%|█████████▋| 452/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.205, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 455/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.187, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 455/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.214, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.214, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.202, alignment/train=0.076, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  97%|█████████▋| 457/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.207, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.207, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 459/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.205, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 459/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.177, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 460/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.177, alignment/train=0.0727, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 460/469 [00:42<00:00, 10.94it/s, v_num=9, loss/train=0.215, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.215, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.164, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▊| 462/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.164, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▊| 462/469 [00:42<00:00, 10.97it/s, v_num=9, loss/train=0.181, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.173, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.173, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17:  99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 467/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.172, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 467/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.207, alignment/train=0.0894, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.203, alignment/train=0.0995, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.203, alignment/train=0.0995, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]
Epoch 17: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.396, alignment/val=0.0831, uniformity/val=-3.64, contrastive_acc/val=0.950]

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Epoch 17: 100%|██████████| 469/469 [00:49<00:00,  9.49it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 17: 100%|██████████| 469/469 [00:49<00:00,  9.49it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 17:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   0%|          | 1/469 [00:01<13:15,  0.59it/s, v_num=9, loss/train=0.138, alignment/train=0.0741, uniformity/train=-3.48, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   0%|          | 1/469 [00:01<13:15,  0.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   0%|          | 2/469 [00:01<06:50,  1.14it/s, v_num=9, loss/train=0.170, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   0%|          | 2/469 [00:01<06:50,  1.14it/s, v_num=9, loss/train=0.191, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|          | 3/469 [00:01<04:42,  1.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|          | 3/469 [00:01<04:42,  1.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|          | 4/469 [00:01<03:38,  2.13it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|          | 4/469 [00:01<03:38,  2.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|          | 5/469 [00:01<02:59,  2.58it/s, v_num=9, loss/train=0.208, alignment/train=0.0784, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|          | 5/469 [00:01<02:59,  2.58it/s, v_num=9, loss/train=0.244, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|▏         | 6/469 [00:02<02:36,  2.95it/s, v_num=9, loss/train=0.244, alignment/train=0.0892, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|▏         | 6/469 [00:02<02:36,  2.95it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|▏         | 7/469 [00:02<02:24,  3.19it/s, v_num=9, loss/train=0.173, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   1%|▏         | 7/469 [00:02<02:25,  3.19it/s, v_num=9, loss/train=0.219, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 8/469 [00:02<02:11,  3.50it/s, v_num=9, loss/train=0.219, alignment/train=0.0812, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 8/469 [00:02<02:11,  3.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 9/469 [00:02<01:59,  3.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 9/469 [00:02<01:59,  3.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 10/469 [00:02<01:52,  4.09it/s, v_num=9, loss/train=0.197, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 10/469 [00:02<01:52,  4.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0852, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 11/469 [00:02<01:45,  4.35it/s, v_num=9, loss/train=0.168, alignment/train=0.0852, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   2%|▏         | 11/469 [00:02<01:45,  4.35it/s, v_num=9, loss/train=0.195, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 12/469 [00:02<01:38,  4.62it/s, v_num=9, loss/train=0.195, alignment/train=0.0802, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 12/469 [00:02<01:38,  4.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 13/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 13/469 [00:02<01:38,  4.64it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 14/469 [00:02<01:32,  4.91it/s, v_num=9, loss/train=0.223, alignment/train=0.0907, uniformity/train=-3.50, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 14/469 [00:02<01:32,  4.91it/s, v_num=9, loss/train=0.191, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 15/469 [00:02<01:28,  5.16it/s, v_num=9, loss/train=0.191, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 15/469 [00:02<01:28,  5.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0639, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 16/469 [00:02<01:24,  5.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0639, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   3%|▎         | 16/469 [00:02<01:24,  5.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▎         | 17/469 [00:03<01:22,  5.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▎         | 17/469 [00:03<01:22,  5.51it/s, v_num=9, loss/train=0.230, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 18/469 [00:03<01:19,  5.67it/s, v_num=9, loss/train=0.230, alignment/train=0.0758, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 18/469 [00:03<01:19,  5.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 19/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 19/469 [00:03<01:16,  5.88it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 20/469 [00:03<01:13,  6.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 20/469 [00:03<01:13,  6.07it/s, v_num=9, loss/train=0.184, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 21/469 [00:03<01:12,  6.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0858, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   4%|▍         | 21/469 [00:03<01:12,  6.16it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▍         | 22/469 [00:03<01:11,  6.29it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▍         | 22/469 [00:03<01:11,  6.29it/s, v_num=9, loss/train=0.199, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▍         | 23/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.199, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▍         | 23/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.190, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▌         | 24/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.190, alignment/train=0.0883, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▌         | 24/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▌         | 25/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   5%|▌         | 25/469 [00:03<01:06,  6.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 26/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 26/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0718, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 27/469 [00:03<01:04,  6.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0718, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 27/469 [00:03<01:04,  6.88it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 28/469 [00:03<01:02,  7.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 28/469 [00:03<01:02,  7.03it/s, v_num=9, loss/train=0.188, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.188, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.192, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▋         | 30/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.192, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   6%|▋         | 30/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 31/469 [00:04<01:00,  7.21it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 31/469 [00:04<01:00,  7.20it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 32/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 32/469 [00:04<00:59,  7.30it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 33/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.238, alignment/train=0.0895, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 33/469 [00:04<00:58,  7.43it/s, v_num=9, loss/train=0.143, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 34/469 [00:04<00:58,  7.48it/s, v_num=9, loss/train=0.143, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 34/469 [00:04<00:58,  7.48it/s, v_num=9, loss/train=0.195, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 35/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.195, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   7%|▋         | 35/469 [00:04<00:57,  7.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0912, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 36/469 [00:04<00:57,  7.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0912, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 36/469 [00:04<00:57,  7.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 37/469 [00:04<00:56,  7.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 37/469 [00:04<00:56,  7.71it/s, v_num=9, loss/train=0.148, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 38/469 [00:04<00:55,  7.75it/s, v_num=9, loss/train=0.148, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 38/469 [00:04<00:55,  7.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 39/469 [00:04<00:54,  7.85it/s, v_num=9, loss/train=0.195, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   8%|▊         | 39/469 [00:04<00:54,  7.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▊         | 40/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.176, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▊         | 40/469 [00:05<00:54,  7.88it/s, v_num=9, loss/train=0.146, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▊         | 41/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.146, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▊         | 41/469 [00:05<00:53,  7.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▉         | 42/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.157, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▉         | 42/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▉         | 43/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▉         | 43/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.195, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▉         | 44/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.195, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   9%|▉         | 44/469 [00:05<00:52,  8.04it/s, v_num=9, loss/train=0.170, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|▉         | 45/469 [00:05<00:52,  8.14it/s, v_num=9, loss/train=0.170, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|▉         | 45/469 [00:05<00:52,  8.14it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|▉         | 46/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|▉         | 46/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.166, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|█         | 47/469 [00:05<00:51,  8.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|█         | 47/469 [00:05<00:51,  8.27it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|█         | 48/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|█         | 48/469 [00:05<00:51,  8.21it/s, v_num=9, loss/train=0.211, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|█         | 49/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.211, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  10%|█         | 49/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.188, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█         | 50/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.188, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█         | 50/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█         | 51/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█         | 51/469 [00:06<00:49,  8.43it/s, v_num=9, loss/train=0.202, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█         | 52/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.202, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█         | 52/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0699, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.169, alignment/train=0.0699, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.171, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.171, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 55/469 [00:06<00:48,  8.60it/s, v_num=9, loss/train=0.167, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 55/469 [00:06<00:48,  8.60it/s, v_num=9, loss/train=0.157, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 56/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.157, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 56/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 57/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.209, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 57/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  12%|█▏        | 58/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 59/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 59/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 60/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 60/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 61/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 61/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 62/469 [00:07<00:46,  8.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 62/469 [00:07<00:46,  8.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 63/469 [00:07<00:46,  8.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  13%|█▎        | 63/469 [00:07<00:46,  8.82it/s, v_num=9, loss/train=0.188, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▎        | 64/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.188, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▎        | 64/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.188, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 65/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 65/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.209, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 66/469 [00:07<00:45,  8.94it/s, v_num=9, loss/train=0.209, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 66/469 [00:07<00:45,  8.94it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 67/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 67/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.202, alignment/train=0.089, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▍        | 69/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0772, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▍        | 69/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.217, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▍        | 70/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.217, alignment/train=0.0821, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.196, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▌        | 71/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.196, alignment/train=0.0748, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▌        | 71/469 [00:07<00:44,  9.03it/s, v_num=9, loss/train=0.140, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▌        | 72/469 [00:07<00:43,  9.09it/s, v_num=9, loss/train=0.140, alignment/train=0.0695, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  15%|█▌        | 72/469 [00:07<00:43,  9.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 73/469 [00:07<00:43,  9.14it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 73/469 [00:07<00:43,  9.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 74/469 [00:08<00:43,  9.14it/s, v_num=9, loss/train=0.172, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 74/469 [00:08<00:43,  9.14it/s, v_num=9, loss/train=0.195, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 75/469 [00:08<00:43,  9.10it/s, v_num=9, loss/train=0.195, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 75/469 [00:08<00:43,  9.10it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 76/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▌        | 76/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▋        | 77/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  16%|█▋        | 77/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.199, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 78/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.199, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 78/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 79/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 79/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 80/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 80/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.232, alignment/train=0.0926, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 81/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.232, alignment/train=0.0926, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 81/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.195, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 82/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.195, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  17%|█▋        | 82/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.148, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 83/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.148, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 83/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 84/469 [00:09<00:41,  9.27it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 84/469 [00:09<00:41,  9.26it/s, v_num=9, loss/train=0.166, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 85/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.166, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 85/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.178, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.178, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▊        | 87/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▊        | 87/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.187, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 88/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 88/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.199, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 89/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.199, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 89/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.164, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 90/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.164, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 90/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.200, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 91/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.200, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  19%|█▉        | 91/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|█▉        | 92/469 [00:09<00:39,  9.47it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|█▉        | 92/469 [00:09<00:39,  9.47it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|█▉        | 93/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|█▉        | 93/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.184, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|██        | 94/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.184, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|██        | 94/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|██        | 95/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.188, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|██        | 95/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.187, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|██        | 96/469 [00:10<00:39,  9.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  20%|██        | 96/469 [00:10<00:39,  9.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██        | 97/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██        | 97/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.213, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██        | 99/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.161, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 101/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 101/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 102/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.182, alignment/train=0.0825, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 102/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.226, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 104/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.226, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 104/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 105/469 [00:10<00:37,  9.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  22%|██▏       | 105/469 [00:10<00:37,  9.66it/s, v_num=9, loss/train=0.224, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 106/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.224, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 106/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 107/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 107/469 [00:11<00:37,  9.70it/s, v_num=9, loss/train=0.160, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 108/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.228, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 109/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.228, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 109/469 [00:11<00:37,  9.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 110/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  23%|██▎       | 110/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▎       | 111/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▎       | 111/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▍       | 112/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▍       | 112/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.179, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▍       | 113/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▍       | 113/469 [00:11<00:36,  9.73it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▍       | 114/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  24%|██▍       | 114/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▍       | 115/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▍       | 115/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▍       | 116/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▍       | 116/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0929, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▍       | 117/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.194, alignment/train=0.0929, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▍       | 117/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.191, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▌       | 118/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.191, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▌       | 118/469 [00:12<00:35,  9.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▌       | 119/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  25%|██▌       | 119/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 120/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.163, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 122/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 122/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.209, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.209, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▌       | 123/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.230, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▋       | 124/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.230, alignment/train=0.0865, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  26%|██▋       | 124/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.203, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 125/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.203, alignment/train=0.0822, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 125/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.214, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 126/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.214, alignment/train=0.0853, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 126/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 127/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 127/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.188, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 128/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.188, alignment/train=0.0771, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  27%|██▋       | 128/469 [00:13<00:34,  9.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 129/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.197, alignment/train=0.0752, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 129/469 [00:13<00:34,  9.87it/s, v_num=9, loss/train=0.216, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 130/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.216, alignment/train=0.0786, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 130/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 131/469 [00:13<00:34,  9.94it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 131/469 [00:13<00:34,  9.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 132/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.170, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 132/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.156, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 133/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.156, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  28%|██▊       | 133/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▊       | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.180, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▊       | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.220, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.220, alignment/train=0.0816, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 135/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.179, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 136/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 136/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.183, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.183, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.191, alignment/train=0.0869, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.191, alignment/train=0.0869, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|██▉       | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.194, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|██▉       | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|██▉       | 140/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.207, alignment/train=0.0949, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|██▉       | 140/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.154, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|███       | 141/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.154, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|███       | 141/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.255, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|███       | 142/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.255, alignment/train=0.101, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|███       | 142/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|███       | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  30%|███       | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.180, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.180, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███       | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███       | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.207, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███       | 146/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.207, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███       | 146/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███▏      | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  31%|███▏      | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.175, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.199, alignment/train=0.089, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 150/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.213, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 151/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.213, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 151/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.184, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.184, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  32%|███▏      | 152/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.161, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.161, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 153/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.160, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.160, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 156/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 156/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 157/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  33%|███▎      | 157/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.191, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▍      | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.191, alignment/train=0.0841, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▍      | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▍      | 160/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▍      | 160/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.208, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▍      | 161/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.208, alignment/train=0.0771, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  34%|███▍      | 161/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▍      | 162/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▍      | 162/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▍      | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▍      | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▍      | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.181, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▍      | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▌      | 165/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.202, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▌      | 165/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.189, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▌      | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.189, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  35%|███▌      | 166/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.198, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.198, alignment/train=0.0779, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 168/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 168/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 169/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.190, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 169/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▌      | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▋      | 171/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.180, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.203, alignment/train=0.0899, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.203, alignment/train=0.0899, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 173/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.253, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.253, alignment/train=0.0925, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 174/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.184, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 175/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.184, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  37%|███▋      | 175/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 177/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 177/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.162, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.162, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 179/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.144, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 180/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.144, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  38%|███▊      | 180/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▊      | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.175, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▊      | 181/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.213, alignment/train=0.0749, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 182/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.213, alignment/train=0.0749, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 182/469 [00:17<00:27, 10.27it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.230, alignment/train=0.0875, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.159, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 185/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  39%|███▉      | 185/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|███▉      | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|███▉      | 186/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|███▉      | 187/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.200, alignment/train=0.0756, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|███▉      | 187/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.210, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|████      | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.210, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|████      | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.186, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|████      | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  40%|████      | 189/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.192, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.192, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.172, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 191/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.172, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 191/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.166, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.199, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.199, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████      | 193/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.203, alignment/train=0.0991, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.203, alignment/train=0.0991, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 196/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 197/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.224, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.224, alignment/train=0.103, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 198/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 199/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.208, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  42%|████▏     | 199/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 200/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 200/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.177, alignment/train=0.0642, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0642, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 201/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.165, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 202/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.165, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 202/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.159, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.159, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 204/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  43%|████▎     | 204/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▎     | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0896, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▎     | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.203, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▍     | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.203, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▍     | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▍     | 207/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▍     | 207/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.151, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▍     | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.151, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  44%|████▍     | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▍     | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▍     | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▍     | 210/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▍     | 210/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▍     | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▍     | 211/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▌     | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▌     | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▌     | 213/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  45%|████▌     | 213/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.146, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▌     | 214/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.146, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▌     | 214/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▌     | 215/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▌     | 215/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.172, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▌     | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.172, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▌     | 216/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▋     | 217/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▋     | 217/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▋     | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  46%|████▋     | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.201, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.201, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.169, alignment/train=0.0716, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.169, alignment/train=0.0716, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.166, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 221/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.166, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 221/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.274, alignment/train=0.101, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  47%|████▋     | 222/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.150, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.150, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.180, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.180, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 226/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 226/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.199, alignment/train=0.102, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.102, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  48%|████▊     | 227/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.240, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▊     | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.240, alignment/train=0.0897, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▊     | 228/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.178, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.178, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.155, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.199, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.199, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  49%|████▉     | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|████▉     | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.176, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|████▉     | 233/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.192, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|████▉     | 234/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|████▉     | 234/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.200, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|█████     | 235/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.200, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|█████     | 235/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.220, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|█████     | 236/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.220, alignment/train=0.0883, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  50%|█████     | 236/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.186, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.186, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.177, alignment/train=0.0709, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 238/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.177, alignment/train=0.0709, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 238/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.180, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.202, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.202, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████▏    | 241/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  51%|█████▏    | 241/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.159, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.159, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.156, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.156, alignment/train=0.0707, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.224, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.224, alignment/train=0.0801, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.204, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.204, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.153, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.153, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  52%|█████▏    | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.174, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.174, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.174, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  53%|█████▎    | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▎    | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▎    | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.182, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.182, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.187, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▍    | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.187, alignment/train=0.0734, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▍    | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▍    | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▍    | 254/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.235, alignment/train=0.0733, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▍    | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.235, alignment/train=0.0733, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  54%|█████▍    | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▍    | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.171, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▍    | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.195, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.193, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▌    | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▌    | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▌    | 259/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▌    | 259/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.161, alignment/train=0.0645, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▌    | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0645, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  55%|█████▌    | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▌    | 261/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0935, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▌    | 261/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▌    | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.217, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▌    | 262/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▌    | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.172, alignment/train=0.0665, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▌    | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▋    | 264/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.179, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  56%|█████▋    | 264/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0867, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 265/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0867, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 265/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  57%|█████▋    | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.220, alignment/train=0.0821, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.220, alignment/train=0.0821, uniformity/train=-3.47, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 271/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.168, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 271/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.193, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 272/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.174, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 273/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  58%|█████▊    | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▊    | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▊    | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.229, alignment/train=0.0966, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.229, alignment/train=0.0966, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 276/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0902, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.150, alignment/train=0.0627, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.150, alignment/train=0.0627, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.184, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  59%|█████▉    | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|█████▉    | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|█████▉    | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.144, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.144, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.167, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|██████    | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  60%|██████    | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.148, alignment/train=0.068, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.148, alignment/train=0.068, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.173, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.187, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.187, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.200, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.200, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 290/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.179, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.180, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  63%|██████▎   | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▎   | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.203, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▎   | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 299/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 299/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.142, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.142, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.201, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 302/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.201, alignment/train=0.0877, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  64%|██████▍   | 302/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▍   | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▍   | 304/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▌   | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▌   | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▌   | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▌   | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▌   | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  65%|██████▌   | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.208, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.208, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▋   | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  66%|██████▋   | 311/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.211, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 312/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.211, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 312/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.205, alignment/train=0.0939, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0939, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.164, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.164, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.161, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.217, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.217, alignment/train=0.0686, uniformity/train=-3.51, contrastive_acc/train=0.984, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  67%|██████▋   | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.086, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.197, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 318/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.197, alignment/train=0.0729, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 318/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 319/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 319/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.194, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.194, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 320/469 [00:29<00:13, 10.68it/s, v_num=9, loss/train=0.201, alignment/train=0.0628, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.201, alignment/train=0.0628, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  68%|██████▊   | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▊   | 322/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▊   | 322/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.238, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▉   | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.238, alignment/train=0.0781, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▉   | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.142, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▉   | 324/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.142, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▉   | 324/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▉   | 325/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  69%|██████▉   | 325/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.165, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|██████▉   | 326/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.081, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|██████▉   | 326/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.196, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.196, alignment/train=0.075, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|██████▉   | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|██████▉   | 328/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|███████   | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|███████   | 329/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.201, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|███████   | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.201, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  70%|███████   | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.180, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0784, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.224, alignment/train=0.0973, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.224, alignment/train=0.0973, uniformity/train=-3.49, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0765, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.176, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.184, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.240, alignment/train=0.0819, uniformity/train=-3.48, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  72%|███████▏  | 340/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0857, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  73%|███████▎  | 344/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▎  | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▎  | 345/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 346/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.224, alignment/train=0.0865, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 347/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  74%|███████▍  | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▍  | 350/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▍  | 350/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▍  | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▍  | 351/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.203, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▌  | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.203, alignment/train=0.0858, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▌  | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▌  | 353/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▌  | 353/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▌  | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  75%|███████▌  | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.172, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▌  | 357/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▌  | 357/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▋  | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.204, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  76%|███████▋  | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.238, alignment/train=0.0884, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.212, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.212, alignment/train=0.0882, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 361/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 366/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.206, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 366/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 367/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.254, alignment/train=0.0947, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.254, alignment/train=0.0947, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  78%|███████▊  | 368/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▊  | 369/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▊  | 369/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▉  | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0788, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▉  | 370/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▉  | 371/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0719, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▉  | 371/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▉  | 372/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  79%|███████▉  | 372/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|███████▉  | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|███████▉  | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|███████▉  | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|███████▉  | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|███████▉  | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|███████▉  | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|████████  | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.161, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|████████  | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.165, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|████████  | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  80%|████████  | 377/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.166, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 378/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 379/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 379/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0864, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0754, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 384/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 384/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0808, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 385/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.215, alignment/train=0.0773, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.198, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 388/469 [00:35<00:07, 10.80it/s, v_num=9, loss/train=0.234, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.234, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.210, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  83%|████████▎ | 391/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.142, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.142, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.157, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▍ | 397/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.210, alignment/train=0.0787, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.191, alignment/train=0.0842, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▌ | 400/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  85%|████████▌ | 400/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 401/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.154, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.198, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0902, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0902, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.188, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 406/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.172, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.164, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 412/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.186, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 412/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.174, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 414/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 414/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0604, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0604, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.177, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.070, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.177, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|█████████ | 423/469 [00:39<00:04, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.156, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.156, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████ | 426/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████ | 426/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.170, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 430/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.170, alignment/train=0.0698, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 430/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.181, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.201, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.201, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 435/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.209, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.209, alignment/train=0.0798, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.203, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.203, alignment/train=0.0866, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 442/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 442/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0919, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0919, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  94%|█████████▍| 443/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.192, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▍| 444/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▍| 444/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0872, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.0872, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▌| 446/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 450/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 450/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.192, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.192, alignment/train=0.0876, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 453/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 453/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.181, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.172, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.172, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.183, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.190, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 458/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.202, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.202, alignment/train=0.0865, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 460/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.188, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.188, alignment/train=0.0888, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.205, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.187, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.187, alignment/train=0.0889, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.209, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.209, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.175, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.175, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▉| 465/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:  99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 467/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.204, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.204, alignment/train=0.0781, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.408, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]

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Epoch 18: 100%|██████████| 469/469 [00:47<00:00,  9.78it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18: 100%|██████████| 469/469 [00:47<00:00,  9.78it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 18:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   0%|          | 1/469 [00:01<10:43,  0.73it/s, v_num=9, loss/train=0.127, alignment/train=0.0823, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   0%|          | 1/469 [00:01<10:44,  0.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   0%|          | 2/469 [00:01<06:17,  1.24it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   0%|          | 2/469 [00:01<06:17,  1.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|          | 3/469 [00:01<04:34,  1.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|          | 3/469 [00:01<04:35,  1.69it/s, v_num=9, loss/train=0.186, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|          | 4/469 [00:01<03:37,  2.13it/s, v_num=9, loss/train=0.186, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|          | 4/469 [00:01<03:38,  2.13it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|          | 5/469 [00:01<03:03,  2.53it/s, v_num=9, loss/train=0.191, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|          | 5/469 [00:01<03:03,  2.53it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|▏         | 6/469 [00:02<02:38,  2.92it/s, v_num=9, loss/train=0.183, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|▏         | 6/469 [00:02<02:38,  2.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|▏         | 7/469 [00:02<02:19,  3.32it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   1%|▏         | 7/469 [00:02<02:19,  3.32it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 8/469 [00:02<02:11,  3.50it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 8/469 [00:02<02:11,  3.49it/s, v_num=9, loss/train=0.196, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 9/469 [00:02<01:59,  3.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 9/469 [00:02<01:59,  3.84it/s, v_num=9, loss/train=0.177, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 10/469 [00:02<01:50,  4.17it/s, v_num=9, loss/train=0.177, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 10/469 [00:02<01:50,  4.16it/s, v_num=9, loss/train=0.161, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 11/469 [00:02<01:46,  4.29it/s, v_num=9, loss/train=0.161, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   2%|▏         | 11/469 [00:02<01:46,  4.29it/s, v_num=9, loss/train=0.185, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 12/469 [00:02<01:40,  4.55it/s, v_num=9, loss/train=0.185, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 12/469 [00:02<01:40,  4.55it/s, v_num=9, loss/train=0.190, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 13/469 [00:02<01:34,  4.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 13/469 [00:02<01:34,  4.82it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 14/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.173, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 14/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 15/469 [00:02<01:26,  5.27it/s, v_num=9, loss/train=0.196, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 15/469 [00:02<01:26,  5.27it/s, v_num=9, loss/train=0.230, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 16/469 [00:02<01:23,  5.44it/s, v_num=9, loss/train=0.230, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   3%|▎         | 16/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 18/469 [00:03<01:19,  5.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 18/469 [00:03<01:19,  5.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 19/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.156, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 19/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 20/469 [00:03<01:15,  5.97it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 20/469 [00:03<01:15,  5.97it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 21/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0836, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   4%|▍         | 21/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▍         | 22/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.179, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▍         | 22/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.186, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▍         | 23/469 [00:03<01:09,  6.38it/s, v_num=9, loss/train=0.186, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▍         | 23/469 [00:03<01:09,  6.38it/s, v_num=9, loss/train=0.165, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▌         | 24/469 [00:03<01:08,  6.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▌         | 24/469 [00:03<01:08,  6.52it/s, v_num=9, loss/train=0.190, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▌         | 25/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.190, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   5%|▌         | 25/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 26/469 [00:03<01:06,  6.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 26/469 [00:03<01:06,  6.66it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 27/469 [00:03<01:04,  6.82it/s, v_num=9, loss/train=0.203, alignment/train=0.0841, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 27/469 [00:03<01:04,  6.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 28/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 28/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 29/469 [00:04<01:03,  6.98it/s, v_num=9, loss/train=0.174, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▌         | 29/469 [00:04<01:03,  6.97it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▋         | 30/469 [00:04<01:01,  7.10it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   6%|▋         | 30/469 [00:04<01:01,  7.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 31/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.207, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 31/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.192, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 32/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.192, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 32/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 33/469 [00:04<00:59,  7.38it/s, v_num=9, loss/train=0.190, alignment/train=0.0777, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 33/469 [00:04<00:59,  7.38it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 34/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.210, alignment/train=0.0932, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 34/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.157, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 35/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.157, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   7%|▋         | 35/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 36/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 36/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 37/469 [00:04<00:56,  7.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 37/469 [00:04<00:56,  7.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 38/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 38/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 39/469 [00:05<00:55,  7.79it/s, v_num=9, loss/train=0.213, alignment/train=0.0924, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   8%|▊         | 39/469 [00:05<00:55,  7.79it/s, v_num=9, loss/train=0.207, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▊         | 40/469 [00:05<00:54,  7.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0877, uniformity/train=-3.50, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▊         | 40/469 [00:05<00:54,  7.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▊         | 41/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▊         | 41/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.198, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▉         | 42/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.198, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▉         | 42/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▉         | 43/469 [00:05<00:53,  8.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▉         | 44/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.196, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:   9%|▉         | 44/469 [00:05<00:52,  8.10it/s, v_num=9, loss/train=0.169, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|▉         | 45/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.169, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|▉         | 45/469 [00:05<00:51,  8.19it/s, v_num=9, loss/train=0.176, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|▉         | 46/469 [00:05<00:51,  8.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|▉         | 46/469 [00:05<00:51,  8.25it/s, v_num=9, loss/train=0.177, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|█         | 47/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|█         | 47/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.172, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|█         | 48/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|█         | 48/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|█         | 49/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.194, alignment/train=0.0816, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  10%|█         | 49/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.204, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█         | 50/469 [00:05<00:50,  8.38it/s, v_num=9, loss/train=0.204, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█         | 50/469 [00:05<00:50,  8.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█         | 51/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.199, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█         | 51/469 [00:06<00:49,  8.47it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█         | 52/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█         | 52/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.203, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█▏        | 53/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.203, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  11%|█▏        | 53/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 54/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 54/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 55/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.183, alignment/train=0.0836, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 55/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 56/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 56/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.188, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 57/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.188, alignment/train=0.0843, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 57/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 58/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.202, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  12%|█▏        | 58/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.169, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 59/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 59/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 60/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 60/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 61/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 61/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 62/469 [00:07<00:46,  8.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 62/469 [00:07<00:46,  8.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 63/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  13%|█▎        | 63/469 [00:07<00:45,  8.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▎        | 64/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.164, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▎        | 64/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.210, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 65/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.210, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 65/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.178, alignment/train=0.0884, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 66/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.178, alignment/train=0.0884, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 66/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.174, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 67/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 67/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.191, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 68/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.191, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  14%|█▍        | 68/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▍        | 69/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▍        | 69/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▍        | 70/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▍        | 70/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.161, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▌        | 71/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.161, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▌        | 71/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.175, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▌        | 72/469 [00:07<00:43,  9.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0805, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  15%|█▌        | 72/469 [00:07<00:43,  9.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 73/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 73/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 74/469 [00:08<00:43,  9.14it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 74/469 [00:08<00:43,  9.14it/s, v_num=9, loss/train=0.196, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 75/469 [00:08<00:43,  9.15it/s, v_num=9, loss/train=0.196, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 75/469 [00:08<00:43,  9.15it/s, v_num=9, loss/train=0.200, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 76/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.200, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▌        | 76/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▋        | 77/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.174, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  16%|█▋        | 77/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 78/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 78/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.222, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 79/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.222, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 79/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 80/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 80/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 81/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 81/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 82/469 [00:08<00:41,  9.23it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  17%|█▋        | 82/469 [00:08<00:41,  9.22it/s, v_num=9, loss/train=0.162, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 83/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.162, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 83/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.181, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 84/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.181, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 84/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 85/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 85/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.178, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  18%|█▊        | 86/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.162, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▊        | 87/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.162, alignment/train=0.0886, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▊        | 87/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.153, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 88/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.153, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 88/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 89/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 89/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.179, alignment/train=0.092, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 90/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.179, alignment/train=0.092, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 90/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.189, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 91/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  19%|█▉        | 91/469 [00:09<00:40,  9.44it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|█▉        | 92/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.202, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|█▉        | 92/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.179, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|█▉        | 93/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.179, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|█▉        | 93/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0732, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|██        | 95/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.169, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|██        | 95/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.144, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|██        | 96/469 [00:10<00:39,  9.54it/s, v_num=9, loss/train=0.144, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  20%|██        | 96/469 [00:10<00:39,  9.54it/s, v_num=9, loss/train=0.201, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██        | 97/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.201, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██        | 97/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██        | 98/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██        | 98/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██        | 99/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.165, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██        | 99/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.191, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██▏       | 100/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.191, alignment/train=0.0849, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  21%|██▏       | 100/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.203, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.203, alignment/train=0.091, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 102/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 102/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 103/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 103/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.218, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 104/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.218, alignment/train=0.0935, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 104/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.200, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 105/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.200, alignment/train=0.0903, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  22%|██▏       | 105/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 106/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 106/469 [00:11<00:37,  9.63it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.178, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 108/469 [00:11<00:37,  9.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0903, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 108/469 [00:11<00:37,  9.71it/s, v_num=9, loss/train=0.206, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 109/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.206, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 109/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 110/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  23%|██▎       | 110/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▎       | 111/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▎       | 111/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.187, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▍       | 112/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0828, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▍       | 112/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.148, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▍       | 113/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.148, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▍       | 113/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▍       | 114/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  24%|██▍       | 114/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▍       | 115/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▍       | 115/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0705, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0705, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.177, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.177, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.142, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 120/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.142, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 120/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.203, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 121/469 [00:12<00:35,  9.90it/s, v_num=9, loss/train=0.203, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 121/469 [00:12<00:35,  9.90it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 122/469 [00:12<00:35,  9.90it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 122/469 [00:12<00:35,  9.90it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 123/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▌       | 123/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.176, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▋       | 124/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  26%|██▋       | 124/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 125/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 125/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 126/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 126/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 127/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 127/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 128/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  27%|██▋       | 128/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.160, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 129/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.160, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 129/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.189, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 130/469 [00:13<00:34,  9.94it/s, v_num=9, loss/train=0.189, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 130/469 [00:13<00:34,  9.94it/s, v_num=9, loss/train=0.176, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.176, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 132/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 132/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.178, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 133/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  28%|██▊       | 133/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▊       | 134/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.195, alignment/train=0.091, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▊       | 134/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 135/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 135/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.212, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.212, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 136/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.181, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 137/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.181, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 137/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.179, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.179, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  29%|██▉       | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.187, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|██▉       | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.187, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|██▉       | 139/469 [00:13<00:32, 10.01it/s, v_num=9, loss/train=0.200, alignment/train=0.101, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.101, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.179, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.179, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|███       | 142/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|███       | 142/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.154, alignment/train=0.0654, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|███       | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.154, alignment/train=0.0654, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  30%|███       | 143/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.176, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███       | 144/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.176, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███       | 144/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.204, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███       | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.204, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███       | 145/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.180, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.180, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.169, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███▏      | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.169, alignment/train=0.0672, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  31%|███▏      | 147/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.166, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 148/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.177, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.192, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 150/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.192, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 150/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.182, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.182, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  32%|███▏      | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.177, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 153/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 154/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.188, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 155/469 [00:15<00:31, 10.13it/s, v_num=9, loss/train=0.188, alignment/train=0.0717, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 155/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 156/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.195, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  33%|███▎      | 157/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▎      | 158/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.174, alignment/train=0.0812, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▎      | 158/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.213, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▍      | 159/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.213, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▍      | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.161, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▍      | 160/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▍      | 160/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.187, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▍      | 161/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0833, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  34%|███▍      | 161/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0955, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▍      | 162/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.178, alignment/train=0.0955, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▍      | 162/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.190, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▍      | 163/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.190, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▍      | 163/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▍      | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▍      | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0731, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▌      | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  35%|███▌      | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 167/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.181, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 167/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.142, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.142, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.188, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 169/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.188, alignment/train=0.0793, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 169/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.175, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▌      | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▋      | 171/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  36%|███▋      | 171/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 172/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 172/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.221, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.221, alignment/train=0.0793, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.160, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 174/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.160, alignment/train=0.0757, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 174/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  37%|███▋      | 175/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.196, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 177/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.194, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 178/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 179/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.146, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.146, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  38%|███▊      | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.188, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▊      | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.188, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▊      | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.188, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.188, alignment/train=0.0723, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.225, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 185/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.225, alignment/train=0.0954, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  39%|███▉      | 185/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|███▉      | 186/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|███▉      | 186/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|███▉      | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.206, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|███▉      | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.184, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|████      | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.184, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|████      | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|████      | 189/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  40%|████      | 189/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.155, alignment/train=0.086, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.155, alignment/train=0.086, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.174, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.174, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.186, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.186, alignment/train=0.0797, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████▏     | 194/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.206, alignment/train=0.0853, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  41%|████▏     | 194/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.155, alignment/train=0.0651, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.155, alignment/train=0.0651, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 196/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 196/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 197/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 197/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.174, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 198/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.174, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 198/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.154, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.154, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  42%|████▏     | 199/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.157, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 200/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 203/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 203/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.197, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  43%|████▎     | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.176, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▎     | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.176, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▎     | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▍     | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▍     | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.150, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▍     | 207/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0687, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▍     | 207/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▍     | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  44%|████▍     | 208/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.147, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▍     | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.147, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▍     | 209/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▍     | 210/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▍     | 210/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▍     | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.199, alignment/train=0.0759, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▍     | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▌     | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▌     | 212/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▌     | 213/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.189, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  45%|████▌     | 213/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▌     | 214/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▌     | 214/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.166, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▌     | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.166, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▌     | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▌     | 216/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.156, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▌     | 216/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.146, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▋     | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.146, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▋     | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▋     | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.182, alignment/train=0.0879, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  46%|████▋     | 218/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 219/469 [00:21<00:24, 10.40it/s, v_num=9, loss/train=0.219, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 220/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0939, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 220/469 [00:21<00:23, 10.38it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.203, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  47%|████▋     | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.177, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 223/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.192, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.192, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.177, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 225/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.207, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.207, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 226/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.181, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  48%|████▊     | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▊     | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.178, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▊     | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.204, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.147, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.147, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 231/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 231/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.201, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.201, alignment/train=0.0915, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  49%|████▉     | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|████▉     | 233/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.152, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|████▉     | 233/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|████▉     | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|████▉     | 234/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|█████     | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|█████     | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|█████     | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  50%|█████     | 236/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.174, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 237/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.174, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 237/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.199, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 238/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.233, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.233, alignment/train=0.0843, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 239/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 240/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████     | 240/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████▏    | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.170, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  51%|█████▏    | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.207, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.207, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 243/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 245/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 245/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 246/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.082, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  52%|█████▏    | 246/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 247/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.195, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 248/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  53%|█████▎    | 250/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.217, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▎    | 251/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.217, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▎    | 251/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▎    | 252/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.225, alignment/train=0.0989, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▎    | 252/469 [00:23<00:20, 10.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▍    | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.154, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▍    | 253/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▍    | 254/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▍    | 254/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.160, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▍    | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.160, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  54%|█████▍    | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▍    | 256/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▍    | 256/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.207, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.207, alignment/train=0.0808, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▌    | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▌    | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▌    | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  55%|█████▌    | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▌    | 262/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▌    | 262/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▌    | 263/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▌    | 263/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.180, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.180, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.180, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.180, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.182, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.182, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  57%|█████▋    | 269/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.150, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 270/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 270/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.212, alignment/train=0.0946, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.194, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.174, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.174, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▊    | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.171, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▊    | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 276/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 276/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.175, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.238, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 278/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.238, alignment/train=0.0846, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 278/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 279/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.202, alignment/train=0.085, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  59%|█████▉    | 279/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.222, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|█████▉    | 280/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.222, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|█████▉    | 280/469 [00:26<00:17, 10.57it/s, v_num=9, loss/train=0.214, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|█████▉    | 281/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.214, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|█████▉    | 281/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.164, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.164, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.161, alignment/train=0.0891, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|██████    | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0891, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  60%|██████    | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.155, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.195, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.195, alignment/train=0.0909, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 286/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 286/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████    | 287/469 [00:27<00:17, 10.60it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████▏   | 288/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.200, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  61%|██████▏   | 288/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 289/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.163, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 289/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.162, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 290/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 290/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.236, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.236, alignment/train=0.0855, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 293/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  62%|██████▏   | 293/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.213, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 294/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.213, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 294/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 295/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 295/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0677, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0677, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 296/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  63%|██████▎   | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.237, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▎   | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.237, alignment/train=0.0813, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▎   | 298/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.192, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 300/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.165, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  64%|██████▍   | 302/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▍   | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▍   | 303/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.216, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▌   | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▌   | 305/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▌   | 308/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▌   | 308/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0703, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0703, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▌   | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▌   | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▋   | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  66%|██████▋   | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 314/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.213, alignment/train=0.0923, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 314/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.196, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 315/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0741, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 315/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.207, alignment/train=0.0968, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.207, alignment/train=0.0968, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  67%|██████▋   | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.214, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.214, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.210, alignment/train=0.0742, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  68%|██████▊   | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.247, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▊   | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.247, alignment/train=0.0931, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▊   | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▉   | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.215, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▉   | 323/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▉   | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▉   | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▉   | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  69%|██████▉   | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.156, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|██████▉   | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.156, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|██████▉   | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|██████▉   | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|██████▉   | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|██████▉   | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|██████▉   | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.165, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0821, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.222, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|███████   | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.222, alignment/train=0.0773, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  70%|███████   | 330/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.204, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.204, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 333/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.164, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 333/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.175, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████   | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████▏  | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  71%|███████▏  | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.198, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 338/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.168, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 340/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.168, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  72%|███████▏  | 340/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 341/469 [00:31<00:11, 10.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  73%|███████▎  | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.163, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 346/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.163, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 346/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.196, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 347/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  74%|███████▍  | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▍  | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▍  | 350/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▍  | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▍  | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▌  | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.191, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▌  | 352/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.198, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▌  | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.198, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▌  | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▌  | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▌  | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▌  | 357/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▌  | 357/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.177, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 359/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.177, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 359/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 363/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  77%|███████▋  | 363/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0855, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.200, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 366/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.203, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 366/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  78%|███████▊  | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▉  | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▉  | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.172, alignment/train=0.0667, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▉  | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.172, alignment/train=0.0667, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▉  | 371/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▉  | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  79%|███████▉  | 372/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|███████▉  | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|███████▉  | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|███████▉  | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|███████▉  | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|███████▉  | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0908, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|███████▉  | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|████████  | 376/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.206, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|████████  | 376/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|████████  | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.196, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  80%|████████  | 377/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0694, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 380/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 380/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 381/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████  | 381/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████▏ | 382/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.204, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  81%|████████▏ | 382/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 383/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.218, alignment/train=0.0925, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.165, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.165, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.230, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.230, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.216, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0978, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0978, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 395/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 395/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 396/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  84%|████████▍ | 396/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▍ | 397/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.203, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▍ | 398/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▍ | 398/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.190, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.141, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 404/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.141, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▌ | 404/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.170, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 406/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 407/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 407/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 408/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 408/469 [00:37<00:05, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0671, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0671, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0685, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0716, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0716, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▉ | 419/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  89%|████████▉ | 419/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0705, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|████████▉ | 420/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|████████▉ | 421/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|████████▉ | 421/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0677, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0677, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|█████████ | 424/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.168, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  90%|█████████ | 424/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.200, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.171, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████ | 427/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.135, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.135, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 432/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 434/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.174, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 435/469 [00:40<00:03, 10.82it/s, v_num=9, loss/train=0.193, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 436/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.092, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 436/469 [00:40<00:03, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 437/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.202, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.202, alignment/train=0.0838, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  93%|█████████▎| 438/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▎| 439/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▎| 439/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.204, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.204, alignment/train=0.0884, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 443/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  94%|█████████▍| 443/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.201, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.181, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▌| 446/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.181, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▌| 446/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.208, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 448/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.234, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 448/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.240, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.169, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 450/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 451/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▌| 451/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.200, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.200, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 453/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 453/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.169, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 454/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.169, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 454/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.194, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.194, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 455/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 456/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 456/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.184, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.184, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 458/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.161, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 458/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.193, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.193, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.180, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 460/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.180, alignment/train=0.0788, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 460/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.194, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 461/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.194, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  98%|█████████▊| 461/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.160, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.160, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.223, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▊| 463/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.223, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▊| 463/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▉| 465/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▉| 465/469 [00:42<00:00, 11.04it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19:  99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.161, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.161, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 468/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.163, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|█████████▉| 468/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.165, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|██████████| 469/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.165, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]
Epoch 19: 100%|██████████| 469/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0817, uniformity/val=-3.63, contrastive_acc/val=0.948]

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Epoch 19: 100%|██████████| 469/469 [00:49<00:00,  9.50it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 19: 100%|██████████| 469/469 [00:49<00:00,  9.50it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 19:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   0%|          | 1/469 [00:01<12:34,  0.62it/s, v_num=9, loss/train=0.137, alignment/train=0.0845, uniformity/train=-3.49, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   0%|          | 1/469 [00:01<12:35,  0.62it/s, v_num=9, loss/train=0.164, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   0%|          | 2/469 [00:01<06:39,  1.17it/s, v_num=9, loss/train=0.164, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   0%|          | 2/469 [00:01<06:40,  1.17it/s, v_num=9, loss/train=0.169, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|          | 3/469 [00:01<04:41,  1.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|          | 3/469 [00:01<04:42,  1.65it/s, v_num=9, loss/train=0.212, alignment/train=0.0948, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|          | 4/469 [00:01<03:41,  2.10it/s, v_num=9, loss/train=0.212, alignment/train=0.0948, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|          | 4/469 [00:01<03:41,  2.10it/s, v_num=9, loss/train=0.196, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|          | 5/469 [00:02<03:06,  2.49it/s, v_num=9, loss/train=0.196, alignment/train=0.0919, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|          | 5/469 [00:02<03:06,  2.49it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|▏         | 6/469 [00:02<02:39,  2.91it/s, v_num=9, loss/train=0.220, alignment/train=0.0866, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|▏         | 6/469 [00:02<02:39,  2.90it/s, v_num=9, loss/train=0.198, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|▏         | 7/469 [00:02<02:20,  3.30it/s, v_num=9, loss/train=0.198, alignment/train=0.0885, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   1%|▏         | 7/469 [00:02<02:20,  3.30it/s, v_num=9, loss/train=0.201, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 8/469 [00:02<02:08,  3.59it/s, v_num=9, loss/train=0.201, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 8/469 [00:02<02:08,  3.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.163, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 10/469 [00:02<01:52,  4.07it/s, v_num=9, loss/train=0.163, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 10/469 [00:02<01:52,  4.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 11/469 [00:02<01:44,  4.37it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   2%|▏         | 11/469 [00:02<01:44,  4.37it/s, v_num=9, loss/train=0.212, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 12/469 [00:02<01:38,  4.66it/s, v_num=9, loss/train=0.212, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 12/469 [00:02<01:38,  4.66it/s, v_num=9, loss/train=0.153, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 13/469 [00:02<01:33,  4.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 13/469 [00:02<01:33,  4.86it/s, v_num=9, loss/train=0.227, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 14/469 [00:02<01:32,  4.92it/s, v_num=9, loss/train=0.227, alignment/train=0.0901, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 14/469 [00:02<01:32,  4.92it/s, v_num=9, loss/train=0.194, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 15/469 [00:02<01:28,  5.14it/s, v_num=9, loss/train=0.194, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 15/469 [00:02<01:28,  5.14it/s, v_num=9, loss/train=0.188, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 16/469 [00:02<01:24,  5.38it/s, v_num=9, loss/train=0.188, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   3%|▎         | 16/469 [00:02<01:24,  5.38it/s, v_num=9, loss/train=0.232, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.232, alignment/train=0.0931, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.167, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 18/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.167, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 18/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 19/469 [00:03<01:17,  5.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 19/469 [00:03<01:17,  5.83it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 20/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 20/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 21/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.157, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   4%|▍         | 21/469 [00:03<01:13,  6.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▍         | 22/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.168, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▍         | 22/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.188, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▍         | 23/469 [00:03<01:09,  6.45it/s, v_num=9, loss/train=0.188, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▍         | 23/469 [00:03<01:09,  6.45it/s, v_num=9, loss/train=0.201, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▌         | 24/469 [00:03<01:08,  6.53it/s, v_num=9, loss/train=0.201, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▌         | 24/469 [00:03<01:08,  6.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▌         | 25/469 [00:03<01:07,  6.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   5%|▌         | 25/469 [00:03<01:07,  6.53it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 26/469 [00:03<01:06,  6.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 26/469 [00:03<01:06,  6.62it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 27/469 [00:03<01:05,  6.78it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 27/469 [00:03<01:05,  6.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 28/469 [00:04<01:04,  6.89it/s, v_num=9, loss/train=0.197, alignment/train=0.0847, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 28/469 [00:04<01:04,  6.89it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 29/469 [00:04<01:03,  6.95it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▌         | 29/469 [00:04<01:03,  6.95it/s, v_num=9, loss/train=0.181, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▋         | 30/469 [00:04<01:02,  7.08it/s, v_num=9, loss/train=0.181, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   6%|▋         | 30/469 [00:04<01:02,  7.08it/s, v_num=9, loss/train=0.153, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 31/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.153, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 31/469 [00:04<01:01,  7.14it/s, v_num=9, loss/train=0.182, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 32/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.182, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 32/469 [00:04<01:00,  7.23it/s, v_num=9, loss/train=0.166, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 33/469 [00:04<00:59,  7.36it/s, v_num=9, loss/train=0.166, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 33/469 [00:04<00:59,  7.36it/s, v_num=9, loss/train=0.193, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 34/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.193, alignment/train=0.0883, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 34/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 35/469 [00:04<00:58,  7.46it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   7%|▋         | 35/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.175, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 36/469 [00:04<00:57,  7.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 36/469 [00:04<00:57,  7.50it/s, v_num=9, loss/train=0.206, alignment/train=0.0807, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.206, alignment/train=0.0807, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 38/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 38/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.144, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 39/469 [00:05<00:55,  7.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0683, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   8%|▊         | 39/469 [00:05<00:55,  7.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▊         | 40/469 [00:05<00:55,  7.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▊         | 40/469 [00:05<00:55,  7.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▊         | 41/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▊         | 41/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.195, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▉         | 42/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.195, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▉         | 42/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.173, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▉         | 43/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.173, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▉         | 43/469 [00:05<00:53,  7.91it/s, v_num=9, loss/train=0.185, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▉         | 44/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.185, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   9%|▉         | 44/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|▉         | 45/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|▉         | 45/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.189, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|▉         | 46/469 [00:05<00:52,  8.05it/s, v_num=9, loss/train=0.189, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|▉         | 46/469 [00:05<00:52,  8.05it/s, v_num=9, loss/train=0.160, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|█         | 47/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.160, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|█         | 47/469 [00:05<00:51,  8.14it/s, v_num=9, loss/train=0.176, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|█         | 48/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.176, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|█         | 48/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.196, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|█         | 49/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.196, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  10%|█         | 49/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.171, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█         | 50/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.171, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█         | 50/469 [00:06<00:50,  8.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█         | 51/469 [00:06<00:50,  8.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█         | 51/469 [00:06<00:50,  8.33it/s, v_num=9, loss/train=0.184, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█         | 52/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.184, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█         | 52/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  11%|█▏        | 53/469 [00:06<00:49,  8.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.178, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 54/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 55/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.208, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 55/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 56/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 56/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 57/469 [00:06<00:47,  8.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 58/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  12%|█▏        | 58/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 59/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 59/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 60/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.192, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 60/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.188, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 61/469 [00:06<00:46,  8.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 61/469 [00:06<00:46,  8.80it/s, v_num=9, loss/train=0.156, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.156, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.142, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 63/469 [00:07<00:46,  8.82it/s, v_num=9, loss/train=0.142, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  13%|█▎        | 63/469 [00:07<00:46,  8.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▎        | 64/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.163, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▎        | 64/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.202, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 65/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.202, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 65/469 [00:07<00:45,  8.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 66/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 66/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 67/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 67/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  14%|█▍        | 68/469 [00:07<00:44,  8.93it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▍        | 69/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▍        | 69/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.179, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.179, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▌        | 71/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▌        | 71/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▌        | 72/469 [00:07<00:43,  9.05it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  15%|█▌        | 72/469 [00:07<00:43,  9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 73/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 73/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.247, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.247, alignment/train=0.0927, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 74/469 [00:08<00:43,  9.06it/s, v_num=9, loss/train=0.166, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.166, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 75/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.174, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▌        | 76/469 [00:08<00:42,  9.18it/s, v_num=9, loss/train=0.164, alignment/train=0.0675, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▋        | 77/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.164, alignment/train=0.0675, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  16%|█▋        | 77/469 [00:08<00:43,  9.12it/s, v_num=9, loss/train=0.197, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 78/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.197, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 78/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 79/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 79/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 80/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 80/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0982, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 81/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.192, alignment/train=0.0982, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 81/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.193, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 82/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.193, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  17%|█▋        | 82/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.188, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 83/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.188, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 83/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 84/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 84/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.158, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 86/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.158, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  18%|█▊        | 86/469 [00:09<00:41,  9.33it/s, v_num=9, loss/train=0.154, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▊        | 87/469 [00:09<00:41,  9.31it/s, v_num=9, loss/train=0.154, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▊        | 87/469 [00:09<00:41,  9.31it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 88/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.163, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 88/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.167, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 89/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.167, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 89/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 90/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 90/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.163, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 91/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.163, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  19%|█▉        | 91/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|█▉        | 92/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|█▉        | 92/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.190, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|██        | 95/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|██        | 95/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|██        | 96/469 [00:10<00:39,  9.52it/s, v_num=9, loss/train=0.203, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  20%|██        | 96/469 [00:10<00:39,  9.51it/s, v_num=9, loss/train=0.198, alignment/train=0.0964, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██        | 97/469 [00:10<00:39,  9.51it/s, v_num=9, loss/train=0.198, alignment/train=0.0964, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██        | 97/469 [00:10<00:39,  9.51it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██        | 98/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  21%|██▏       | 100/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.163, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.163, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.217, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 102/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.217, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 102/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 103/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 103/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 104/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 104/469 [00:10<00:37,  9.62it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 105/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  22%|██▏       | 105/469 [00:10<00:37,  9.63it/s, v_num=9, loss/train=0.136, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 106/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.136, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 106/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 107/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 108/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.164, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 108/469 [00:11<00:37,  9.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 109/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.196, alignment/train=0.0863, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 109/469 [00:11<00:37,  9.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 110/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  23%|██▎       | 110/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▎       | 111/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▎       | 111/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▍       | 112/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0821, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▍       | 112/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▍       | 113/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▍       | 113/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.192, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▍       | 114/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.192, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  24%|██▍       | 114/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▍       | 115/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.186, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▍       | 115/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▍       | 116/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▍       | 116/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.197, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▍       | 117/469 [00:11<00:35,  9.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0951, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▍       | 117/469 [00:11<00:35,  9.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▌       | 118/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.209, alignment/train=0.0817, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▌       | 118/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.164, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▌       | 119/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  25%|██▌       | 119/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 120/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.190, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 120/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 121/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 121/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.195, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 122/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.195, alignment/train=0.0718, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 122/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.204, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.204, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▋       | 124/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  26%|██▋       | 124/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 125/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 125/469 [00:12<00:34,  9.83it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 127/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 127/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 128/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  27%|██▋       | 128/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.183, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 129/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.183, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 129/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.164, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 130/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.164, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 130/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 131/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.177, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 131/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 132/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 132/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.160, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.206, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▊       | 134/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.206, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▊       | 134/469 [00:13<00:33,  9.94it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 135/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.165, alignment/train=0.0845, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 135/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.171, alignment/train=0.0642, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 136/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.171, alignment/train=0.0642, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 136/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.183, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 137/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.183, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 137/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.203, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  29%|██▉       | 138/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.133, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|██▉       | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.133, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|██▉       | 139/469 [00:13<00:32, 10.00it/s, v_num=9, loss/train=0.212, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.212, alignment/train=0.0912, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.161, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.161, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.146, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|███       | 142/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.146, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|███       | 142/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.181, alignment/train=0.077, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|███       | 143/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.181, alignment/train=0.077, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  30%|███       | 143/469 [00:14<00:32,  9.95it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███       | 144/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███       | 144/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███       | 145/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███       | 145/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███       | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███       | 146/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███▏      | 147/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  31%|███▏      | 147/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 148/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 148/469 [00:14<00:31, 10.05it/s, v_num=9, loss/train=0.157, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.157, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 149/469 [00:14<00:31, 10.02it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.167, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 151/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 151/469 [00:15<00:31, 10.06it/s, v_num=9, loss/train=0.216, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 152/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.216, alignment/train=0.0914, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  32%|███▏      | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.177, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.177, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.164, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 155/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.164, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 155/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.190, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 156/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.190, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 156/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  33%|███▎      | 157/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▍      | 159/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.196, alignment/train=0.090, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▍      | 159/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▍      | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.215, alignment/train=0.0861, uniformity/train=-3.52, contrastive_acc/train=0.980, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▍      | 160/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▍      | 161/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.207, alignment/train=0.0862, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  34%|███▍      | 161/469 [00:15<00:30, 10.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▍      | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▍      | 162/469 [00:16<00:30, 10.11it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▍      | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▍      | 163/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▍      | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.189, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▍      | 164/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▌      | 165/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▌      | 165/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▌      | 166/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  35%|███▌      | 166/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.159, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 167/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.178, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 168/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.200, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.200, alignment/train=0.0916, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 170/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.206, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▌      | 170/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.180, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0883, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.171, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 172/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.202, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.202, alignment/train=0.0808, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 173/469 [00:17<00:29, 10.17it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.198, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.198, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  37%|███▋      | 175/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.203, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 176/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0852, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.174, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.174, alignment/train=0.0729, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  38%|███▊      | 180/469 [00:17<00:28, 10.18it/s, v_num=9, loss/train=0.168, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▊      | 181/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▊      | 181/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.184, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.184, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 182/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.149, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 183/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.149, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 183/469 [00:17<00:27, 10.24it/s, v_num=9, loss/train=0.150, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.150, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 184/469 [00:17<00:27, 10.26it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.187, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  39%|███▉      | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.192, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.192, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|███▉      | 187/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|███▉      | 187/469 [00:18<00:27, 10.23it/s, v_num=9, loss/train=0.201, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|████      | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.201, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|████      | 188/469 [00:18<00:27, 10.22it/s, v_num=9, loss/train=0.184, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|████      | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.184, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  40%|████      | 189/469 [00:18<00:27, 10.25it/s, v_num=9, loss/train=0.178, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 190/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.160, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.160, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 191/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.171, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 192/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 192/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.194, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████      | 193/469 [00:18<00:26, 10.25it/s, v_num=9, loss/train=0.194, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████▏     | 194/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.194, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  41%|████▏     | 194/469 [00:18<00:26, 10.27it/s, v_num=9, loss/train=0.156, alignment/train=0.0851, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.156, alignment/train=0.0851, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.168, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.168, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 196/469 [00:19<00:26, 10.27it/s, v_num=9, loss/train=0.167, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 197/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 198/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 198/469 [00:19<00:26, 10.28it/s, v_num=9, loss/train=0.152, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 199/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.152, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  42%|████▏     | 199/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.197, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 200/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.197, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 200/469 [00:19<00:26, 10.29it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.196, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.196, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.174, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.174, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  43%|████▎     | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▎     | 205/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.185, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▎     | 205/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▍     | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▍     | 206/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.167, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▍     | 207/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.167, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▍     | 207/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0781, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  44%|████▍     | 208/469 [00:20<00:25, 10.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▍     | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.171, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▍     | 209/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▍     | 210/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▍     | 210/469 [00:20<00:25, 10.34it/s, v_num=9, loss/train=0.180, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▍     | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▍     | 211/469 [00:20<00:24, 10.33it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▌     | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▌     | 212/469 [00:20<00:24, 10.34it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▌     | 213/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  45%|████▌     | 213/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.141, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▌     | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.141, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▌     | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▌     | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▌     | 215/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.167, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▌     | 216/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.167, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▌     | 216/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.172, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▋     | 217/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.172, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▋     | 217/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.208, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▋     | 218/469 [00:21<00:24, 10.38it/s, v_num=9, loss/train=0.208, alignment/train=0.0991, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  46%|████▋     | 218/469 [00:21<00:24, 10.38it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 219/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.182, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 219/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.173, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.173, alignment/train=0.0779, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 220/469 [00:21<00:24, 10.37it/s, v_num=9, loss/train=0.161, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 221/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.161, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 221/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.156, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  47%|████▋     | 222/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.178, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.178, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.179, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 225/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.175, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 225/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  48%|████▊     | 227/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▊     | 228/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▊     | 228/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.195, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 229/469 [00:22<00:23, 10.40it/s, v_num=9, loss/train=0.195, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 229/469 [00:22<00:23, 10.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 230/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 231/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.185, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.185, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  49%|████▉     | 232/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0652, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|████▉     | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0652, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|████▉     | 233/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|████▉     | 234/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.187, alignment/train=0.0837, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|████▉     | 234/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.181, alignment/train=0.0667, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|█████     | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.181, alignment/train=0.0667, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|█████     | 235/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.173, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|█████     | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  50%|█████     | 236/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.189, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.191, alignment/train=0.0988, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 238/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.191, alignment/train=0.0988, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 238/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.182, alignment/train=0.0991, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 239/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.182, alignment/train=0.0991, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 239/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.198, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 240/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0791, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████     | 240/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.237, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████▏    | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.237, alignment/train=0.0894, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  51%|█████▏    | 241/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.205, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 242/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.205, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 242/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.206, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 243/469 [00:23<00:21, 10.44it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.207, alignment/train=0.0907, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 244/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 245/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0751, uniformity/train=-3.50, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 247/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 247/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.153, alignment/train=0.0665, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.153, alignment/train=0.0665, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 248/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 249/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.213, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 249/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 250/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  53%|█████▎    | 250/469 [00:23<00:20, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▎    | 251/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.192, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▎    | 251/469 [00:23<00:20, 10.48it/s, v_num=9, loss/train=0.166, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▎    | 252/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.166, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▎    | 252/469 [00:24<00:20, 10.47it/s, v_num=9, loss/train=0.173, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▍    | 253/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.173, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▍    | 253/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▍    | 254/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▍    | 254/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▍    | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  54%|█████▍    | 255/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.185, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▍    | 256/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.185, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▍    | 256/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.207, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▍    | 257/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▌    | 258/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▌    | 258/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.146, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▌    | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.146, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  55%|█████▌    | 260/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▌    | 261/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0952, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▌    | 261/469 [00:24<00:19, 10.50it/s, v_num=9, loss/train=0.173, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▌    | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.173, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▌    | 262/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▌    | 263/469 [00:25<00:19, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▋    | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  56%|█████▋    | 264/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 265/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 265/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 266/469 [00:25<00:19, 10.49it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 267/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 267/469 [00:25<00:19, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.154, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 269/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.154, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  57%|█████▋    | 269/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 270/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 271/469 [00:25<00:18, 10.49it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 272/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.183, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 272/469 [00:25<00:18, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0631, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 273/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0631, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 273/469 [00:25<00:18, 10.51it/s, v_num=9, loss/train=0.183, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.183, alignment/train=0.079, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  58%|█████▊    | 274/469 [00:26<00:18, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▊    | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0962, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▊    | 275/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 276/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 277/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 277/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 278/469 [00:26<00:18, 10.52it/s, v_num=9, loss/train=0.153, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.153, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  59%|█████▉    | 279/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.184, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|█████▉    | 280/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|█████▉    | 281/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|█████▉    | 281/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|██████    | 282/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|██████    | 282/469 [00:26<00:17, 10.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|██████    | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  60%|██████    | 283/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 284/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 284/469 [00:26<00:17, 10.54it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 285/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0694, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 286/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.191, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████    | 287/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.174, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████▏   | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  61%|██████▏   | 288/469 [00:27<00:17, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 289/469 [00:27<00:17, 10.54it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 290/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 290/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 291/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 291/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.164, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.164, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 292/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  62%|██████▏   | 293/469 [00:27<00:16, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.199, alignment/train=0.0767, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 294/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 295/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.192, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 296/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  63%|██████▎   | 297/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.158, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▎   | 298/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▎   | 298/469 [00:28<00:16, 10.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 299/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.158, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 299/469 [00:28<00:16, 10.57it/s, v_num=9, loss/train=0.198, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.198, alignment/train=0.076, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 301/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 301/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.197, alignment/train=0.0792, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  64%|██████▍   | 302/469 [00:28<00:15, 10.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▍   | 303/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▍   | 303/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▍   | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▍   | 304/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▌   | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▌   | 305/469 [00:28<00:15, 10.57it/s, v_num=9, loss/train=0.161, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▌   | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.161, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▌   | 306/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▌   | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.163, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  65%|██████▌   | 307/469 [00:29<00:15, 10.57it/s, v_num=9, loss/train=0.151, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▌   | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▌   | 308/469 [00:29<00:15, 10.58it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▌   | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.177, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▌   | 309/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▌   | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▌   | 310/469 [00:29<00:15, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▋   | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0774, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  66%|██████▋   | 311/469 [00:29<00:14, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 312/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 313/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 313/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 314/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 315/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.197, alignment/train=0.0802, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  67%|██████▋   | 316/469 [00:29<00:14, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.181, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 318/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 319/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 320/469 [00:30<00:14, 10.62it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 321/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.199, alignment/train=0.0913, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  68%|██████▊   | 321/469 [00:30<00:13, 10.60it/s, v_num=9, loss/train=0.166, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▊   | 322/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.166, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▊   | 322/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▉   | 323/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0895, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▉   | 323/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.143, alignment/train=0.0663, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▉   | 324/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.143, alignment/train=0.0663, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▉   | 324/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▉   | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  69%|██████▉   | 325/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|██████▉   | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.0823, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|██████▉   | 326/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|██████▉   | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|██████▉   | 327/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|██████▉   | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|██████▉   | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|███████   | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|███████   | 329/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|███████   | 330/469 [00:31<00:13, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  70%|███████   | 330/469 [00:31<00:13, 10.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 331/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.156, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 331/469 [00:31<00:13, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 332/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 332/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.154, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 333/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.225, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.225, alignment/train=0.0975, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████   | 334/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████▏  | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  71%|███████▏  | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.140, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.140, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 336/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.161, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.161, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 337/469 [00:31<00:12, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 338/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.191, alignment/train=0.0989, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0989, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 339/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.143, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.143, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  72%|███████▏  | 340/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.184, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 341/469 [00:32<00:12, 10.62it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 342/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 342/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 343/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  73%|███████▎  | 344/469 [00:32<00:11, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▎  | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.154, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▎  | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.200, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.200, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 346/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.197, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.197, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 348/469 [00:32<00:11, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.190, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  74%|███████▍  | 349/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.145, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▍  | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.145, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▍  | 350/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.175, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▍  | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.175, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▍  | 351/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▌  | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.170, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▌  | 352/469 [00:33<00:10, 10.64it/s, v_num=9, loss/train=0.191, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.191, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▌  | 353/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0887, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▌  | 354/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0887, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  75%|███████▌  | 354/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.183, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▌  | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.183, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▌  | 355/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▌  | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▌  | 356/469 [00:33<00:10, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▌  | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▌  | 357/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▋  | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.165, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  76%|███████▋  | 358/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.145, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.145, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 359/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 360/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 360/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0924, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 362/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.179, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.230, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.230, alignment/train=0.0749, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 364/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 365/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.196, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.196, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 366/469 [00:34<00:09, 10.67it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 367/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 367/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.182, alignment/train=0.094, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.094, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  78%|███████▊  | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▊  | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▊  | 369/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▉  | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▉  | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▉  | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.158, alignment/train=0.0695, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▉  | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▉  | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  79%|███████▉  | 372/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|███████▉  | 374/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|███████▉  | 374/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|███████▉  | 375/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|███████▉  | 375/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|████████  | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|████████  | 376/469 [00:35<00:08, 10.68it/s, v_num=9, loss/train=0.213, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|████████  | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  80%|████████  | 377/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.150, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 379/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 380/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 381/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████  | 381/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████▏ | 382/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  81%|████████▏ | 382/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.201, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.201, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 383/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 384/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 385/469 [00:35<00:07, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 386/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  82%|████████▏ | 386/469 [00:36<00:07, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 388/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.079, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 389/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 390/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 391/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  83%|████████▎ | 391/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 393/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.204, alignment/train=0.0822, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 394/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.151, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.151, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▍ | 397/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▍ | 398/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0817, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  85%|████████▌ | 400/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0768, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 401/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0802, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.202, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 406/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 406/469 [00:37<00:05, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.186, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0945, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 408/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 409/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 411/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 411/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.083, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 413/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.178, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  88%|████████▊ | 415/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▊ | 416/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▊ | 416/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▉ | 418/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0616, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0616, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|████████▉ | 420/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|████████▉ | 420/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.150, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|████████▉ | 421/469 [00:39<00:04, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|████████▉ | 422/469 [00:39<00:04, 10.76it/s, v_num=9, loss/train=0.186, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0734, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████ | 427/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████▏| 428/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0814, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████▏| 428/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0795, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.194, alignment/train=0.0737, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 431/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 432/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 434/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0746, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 434/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 435/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.150, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 436/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 436/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0977, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0977, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 441/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▍| 444/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▍| 444/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▍| 445/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▍| 445/469 [00:41<00:02, 10.77it/s, v_num=9, loss/train=0.173, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▌| 446/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▌| 446/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.148, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.148, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  95%|█████████▌| 447/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.0762, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.167, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 449/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.167, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 449/469 [00:41<00:01, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 450/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 450/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.196, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.196, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▌| 451/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 453/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 453/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.203, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.203, alignment/train=0.0868, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.164, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.164, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.179, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.179, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.148, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.190, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.146, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.146, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:  99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.197, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.197, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.173, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.173, alignment/train=0.0912, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.169, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.390, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]

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Epoch 20: 100%|██████████| 469/469 [00:48<00:00,  9.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20: 100%|██████████| 469/469 [00:48<00:00,  9.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 20:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   0%|          | 1/469 [00:01<12:11,  0.64it/s, v_num=9, loss/train=0.150, alignment/train=0.0725, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   0%|          | 1/469 [00:01<12:12,  0.64it/s, v_num=9, loss/train=0.227, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   0%|          | 2/469 [00:01<06:28,  1.20it/s, v_num=9, loss/train=0.227, alignment/train=0.0951, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   0%|          | 2/469 [00:01<06:29,  1.20it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|          | 3/469 [00:01<04:27,  1.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0831, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|          | 3/469 [00:01<04:27,  1.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|          | 4/469 [00:01<03:43,  2.08it/s, v_num=9, loss/train=0.193, alignment/train=0.0781, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|          | 4/469 [00:01<03:43,  2.08it/s, v_num=9, loss/train=0.227, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|          | 5/469 [00:01<03:03,  2.53it/s, v_num=9, loss/train=0.227, alignment/train=0.0893, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|          | 5/469 [00:01<03:03,  2.53it/s, v_num=9, loss/train=0.198, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|▏         | 6/469 [00:02<02:36,  2.95it/s, v_num=9, loss/train=0.198, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|▏         | 6/469 [00:02<02:36,  2.95it/s, v_num=9, loss/train=0.210, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|▏         | 7/469 [00:02<02:20,  3.30it/s, v_num=9, loss/train=0.210, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   1%|▏         | 7/469 [00:02<02:20,  3.29it/s, v_num=9, loss/train=0.153, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 8/469 [00:02<02:05,  3.67it/s, v_num=9, loss/train=0.153, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 8/469 [00:02<02:05,  3.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 9/469 [00:02<01:57,  3.92it/s, v_num=9, loss/train=0.205, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 9/469 [00:02<01:57,  3.92it/s, v_num=9, loss/train=0.180, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 10/469 [00:02<01:50,  4.17it/s, v_num=9, loss/train=0.180, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 10/469 [00:02<01:50,  4.17it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 11/469 [00:02<01:42,  4.46it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   2%|▏         | 11/469 [00:02<01:42,  4.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 12/469 [00:02<01:36,  4.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 12/469 [00:02<01:36,  4.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 13/469 [00:02<01:32,  4.93it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 13/469 [00:02<01:32,  4.92it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 14/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 14/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 15/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 15/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 16/469 [00:02<01:22,  5.46it/s, v_num=9, loss/train=0.180, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   3%|▎         | 16/469 [00:02<01:22,  5.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▎         | 17/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▎         | 17/469 [00:03<01:21,  5.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 18/469 [00:03<01:18,  5.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 18/469 [00:03<01:18,  5.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 19/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.193, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 19/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.199, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 20/469 [00:03<01:12,  6.16it/s, v_num=9, loss/train=0.199, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 20/469 [00:03<01:12,  6.16it/s, v_num=9, loss/train=0.154, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 21/469 [00:03<01:11,  6.23it/s, v_num=9, loss/train=0.154, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   4%|▍         | 21/469 [00:03<01:11,  6.22it/s, v_num=9, loss/train=0.164, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▍         | 22/469 [00:03<01:09,  6.40it/s, v_num=9, loss/train=0.164, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▍         | 22/469 [00:03<01:09,  6.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▍         | 23/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.157, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▍         | 23/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▌         | 24/469 [00:03<01:06,  6.67it/s, v_num=9, loss/train=0.180, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▌         | 24/469 [00:03<01:06,  6.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▌         | 25/469 [00:03<01:06,  6.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   5%|▌         | 25/469 [00:03<01:06,  6.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 26/469 [00:03<01:05,  6.81it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 26/469 [00:03<01:05,  6.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 27/469 [00:03<01:03,  6.91it/s, v_num=9, loss/train=0.169, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 27/469 [00:03<01:03,  6.91it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 28/469 [00:03<01:02,  7.06it/s, v_num=9, loss/train=0.180, alignment/train=0.0769, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 28/469 [00:03<01:02,  7.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 29/469 [00:04<01:01,  7.20it/s, v_num=9, loss/train=0.178, alignment/train=0.0741, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▌         | 29/469 [00:04<01:01,  7.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▋         | 30/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.203, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   6%|▋         | 30/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.172, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 31/469 [00:04<01:00,  7.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 31/469 [00:04<01:00,  7.29it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 32/469 [00:04<00:59,  7.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 32/469 [00:04<00:59,  7.38it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 33/469 [00:04<00:58,  7.51it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 33/469 [00:04<00:58,  7.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 34/469 [00:04<00:57,  7.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 34/469 [00:04<00:57,  7.59it/s, v_num=9, loss/train=0.173, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 35/469 [00:04<00:56,  7.62it/s, v_num=9, loss/train=0.173, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   7%|▋         | 35/469 [00:04<00:56,  7.62it/s, v_num=9, loss/train=0.154, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 36/469 [00:04<00:55,  7.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 36/469 [00:04<00:55,  7.74it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 37/469 [00:04<00:55,  7.79it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 37/469 [00:04<00:55,  7.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 38/469 [00:04<00:55,  7.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 38/469 [00:04<00:55,  7.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 39/469 [00:04<00:54,  7.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   8%|▊         | 39/469 [00:04<00:54,  7.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▊         | 40/469 [00:05<00:54,  7.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▊         | 40/469 [00:05<00:54,  7.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▊         | 41/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.169, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▊         | 41/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▉         | 42/469 [00:05<00:53,  8.02it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▉         | 42/469 [00:05<00:53,  8.02it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▉         | 43/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▉         | 43/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.226, alignment/train=0.0952, uniformity/train=-3.54, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▉         | 44/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.226, alignment/train=0.0952, uniformity/train=-3.54, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:   9%|▉         | 44/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|▉         | 45/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|▉         | 45/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.190, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|▉         | 46/469 [00:05<00:51,  8.29it/s, v_num=9, loss/train=0.190, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|▉         | 46/469 [00:05<00:51,  8.29it/s, v_num=9, loss/train=0.142, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|█         | 47/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.142, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|█         | 47/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.151, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|█         | 48/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.151, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|█         | 48/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|█         | 49/469 [00:05<00:50,  8.36it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  10%|█         | 49/469 [00:05<00:50,  8.36it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█         | 50/469 [00:05<00:49,  8.44it/s, v_num=9, loss/train=0.178, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█         | 50/469 [00:05<00:49,  8.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█         | 51/469 [00:05<00:49,  8.51it/s, v_num=9, loss/train=0.153, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█         | 51/469 [00:05<00:49,  8.51it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█         | 52/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█         | 52/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0943, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█▏        | 53/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.158, alignment/train=0.0943, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  11%|█▏        | 53/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 54/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 54/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 55/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.168, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 55/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 56/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 56/469 [00:06<00:47,  8.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0703, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 57/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0703, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 57/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 58/469 [00:06<00:47,  8.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  12%|█▏        | 58/469 [00:06<00:47,  8.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 59/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.205, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 59/469 [00:06<00:46,  8.74it/s, v_num=9, loss/train=0.159, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 60/469 [00:06<00:46,  8.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0741, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 60/469 [00:06<00:46,  8.78it/s, v_num=9, loss/train=0.142, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 61/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.142, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 61/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.153, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 62/469 [00:07<00:46,  8.81it/s, v_num=9, loss/train=0.153, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 62/469 [00:07<00:46,  8.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 63/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.159, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  13%|█▎        | 63/469 [00:07<00:45,  8.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▎        | 64/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.179, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▎        | 64/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.170, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 65/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 65/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 66/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 66/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 67/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 67/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.160, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 68/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.160, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.193, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▍        | 69/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.193, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▍        | 69/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.191, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▍        | 70/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.191, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▍        | 70/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.187, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▌        | 71/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.187, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▌        | 71/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.205, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▌        | 72/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.205, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  15%|█▌        | 72/469 [00:07<00:43,  9.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 73/469 [00:07<00:43,  9.16it/s, v_num=9, loss/train=0.167, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 73/469 [00:07<00:43,  9.16it/s, v_num=9, loss/train=0.178, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 74/469 [00:08<00:43,  9.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 74/469 [00:08<00:43,  9.18it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 75/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 75/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 76/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0679, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▌        | 76/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.163, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▋        | 77/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  16%|█▋        | 77/469 [00:08<00:42,  9.23it/s, v_num=9, loss/train=0.222, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 78/469 [00:08<00:42,  9.29it/s, v_num=9, loss/train=0.222, alignment/train=0.0885, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 78/469 [00:08<00:42,  9.28it/s, v_num=9, loss/train=0.188, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 79/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.188, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 79/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.142, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 80/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.142, alignment/train=0.0692, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 80/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.206, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 81/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.206, alignment/train=0.0907, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 81/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.172, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 82/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.172, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  17%|█▋        | 82/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 83/469 [00:08<00:41,  9.41it/s, v_num=9, loss/train=0.188, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 83/469 [00:08<00:41,  9.41it/s, v_num=9, loss/train=0.199, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 84/469 [00:08<00:40,  9.46it/s, v_num=9, loss/train=0.199, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 84/469 [00:08<00:40,  9.46it/s, v_num=9, loss/train=0.167, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 85/469 [00:08<00:40,  9.50it/s, v_num=9, loss/train=0.167, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 85/469 [00:08<00:40,  9.50it/s, v_num=9, loss/train=0.196, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 86/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.196, alignment/train=0.081, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  18%|█▊        | 86/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.178, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▊        | 87/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▊        | 87/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 88/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 88/469 [00:09<00:40,  9.45it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 89/469 [00:09<00:40,  9.50it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 89/469 [00:09<00:40,  9.50it/s, v_num=9, loss/train=0.152, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 90/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.152, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 90/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 91/469 [00:09<00:39,  9.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  19%|█▉        | 91/469 [00:09<00:39,  9.55it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|█▉        | 92/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|█▉        | 92/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.225, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|█▉        | 93/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.225, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|█▉        | 93/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.211, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|██        | 94/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.211, alignment/train=0.074, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|██        | 94/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.181, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|██        | 95/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.181, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|██        | 95/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|██        | 96/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.176, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  20%|██        | 96/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██        | 97/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.185, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██        | 97/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██        | 98/469 [00:10<00:38,  9.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██        | 98/469 [00:10<00:38,  9.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██        | 99/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0886, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██        | 99/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██▏       | 100/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.190, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  21%|██▏       | 100/469 [00:10<00:38,  9.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 101/469 [00:10<00:38,  9.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 101/469 [00:10<00:38,  9.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 102/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.170, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 102/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 103/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 103/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.163, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 104/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.163, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 104/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.137, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 105/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.137, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  22%|██▏       | 105/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 106/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 106/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 107/469 [00:10<00:37,  9.76it/s, v_num=9, loss/train=0.156, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 107/469 [00:10<00:37,  9.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 108/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 108/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 109/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.189, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 109/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0956, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 110/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.209, alignment/train=0.0956, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  23%|██▎       | 110/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▎       | 111/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▎       | 111/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▍       | 112/469 [00:11<00:36,  9.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▍       | 112/469 [00:11<00:36,  9.84it/s, v_num=9, loss/train=0.229, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▍       | 113/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.229, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▍       | 113/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▍       | 114/469 [00:11<00:36,  9.82it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  24%|██▍       | 114/469 [00:11<00:36,  9.82it/s, v_num=9, loss/train=0.135, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▍       | 115/469 [00:11<00:35,  9.86it/s, v_num=9, loss/train=0.135, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▍       | 115/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.170, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▍       | 116/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▍       | 116/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0932, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▍       | 117/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.181, alignment/train=0.0932, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▍       | 117/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▌       | 118/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▌       | 118/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▌       | 119/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.187, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  25%|██▌       | 119/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 120/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 120/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.167, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 121/469 [00:12<00:35,  9.89it/s, v_num=9, loss/train=0.167, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 121/469 [00:12<00:35,  9.89it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 122/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 122/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 123/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▌       | 123/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.175, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 125/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.175, alignment/train=0.0885, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 125/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.177, alignment/train=0.0679, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 126/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.177, alignment/train=0.0679, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 126/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 127/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 127/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.169, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 128/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.169, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  27%|██▋       | 128/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.162, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 129/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.162, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 129/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.201, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.201, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.205, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 131/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.205, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 131/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.138, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.138, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 133/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.194, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  28%|██▊       | 133/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.148, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▊       | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.148, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▊       | 134/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.200, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 135/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0925, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 135/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 136/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.217, alignment/train=0.0934, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 136/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.186, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 137/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.186, alignment/train=0.0789, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 137/469 [00:13<00:32, 10.07it/s, v_num=9, loss/train=0.192, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.192, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  29%|██▉       | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.155, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|██▉       | 139/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.155, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|██▉       | 139/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.152, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|██▉       | 140/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.152, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|██▉       | 140/469 [00:13<00:32, 10.04it/s, v_num=9, loss/train=0.168, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|███       | 141/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.168, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|███       | 141/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.163, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|███       | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.163, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|███       | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.172, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|███       | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.172, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  30%|███       | 143/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███       | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███       | 144/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███       | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███       | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.196, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.166, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 148/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.166, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 148/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.164, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 149/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.164, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 149/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 150/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 150/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.188, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  32%|███▏      | 152/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.195, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 154/469 [00:15<00:31, 10.14it/s, v_num=9, loss/train=0.145, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.145, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 155/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.180, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0708, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 157/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▎      | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▎      | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▍      | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.175, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▍      | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.149, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▍      | 160/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.149, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▍      | 160/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▍      | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  34%|███▍      | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.167, alignment/train=0.063, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▍      | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.063, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▍      | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▍      | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.193, alignment/train=0.0744, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▍      | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.212, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▍      | 164/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.212, alignment/train=0.0709, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▍      | 164/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.162, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▌      | 165/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.162, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▌      | 165/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.192, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▌      | 166/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.192, alignment/train=0.0762, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  35%|███▌      | 166/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 167/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 167/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.186, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.186, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.161, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.213, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▋      | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.213, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  36%|███▋      | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.154, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.154, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.174, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 173/469 [00:16<00:28, 10.29it/s, v_num=9, loss/train=0.174, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 173/469 [00:16<00:28, 10.29it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.189, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  37%|███▋      | 175/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 176/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 176/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.186, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 177/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.186, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 177/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.177, alignment/train=0.0793, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.167, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 179/469 [00:17<00:28, 10.33it/s, v_num=9, loss/train=0.167, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 179/469 [00:17<00:28, 10.33it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  38%|███▊      | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.171, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▊      | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▊      | 181/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.175, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.175, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 183/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 183/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 184/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.169, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 184/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 185/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.173, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  39%|███▉      | 185/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|███▉      | 186/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|███▉      | 186/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.222, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|███▉      | 187/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.222, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|███▉      | 187/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.192, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|████      | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|████      | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.246, alignment/train=0.0955, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|████      | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.246, alignment/train=0.0955, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  40%|████      | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.185, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 190/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.185, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 190/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.194, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████      | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.202, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████▏     | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.202, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  41%|████▏     | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 196/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.190, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 196/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 197/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 197/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.186, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0787, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  42%|████▏     | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.145, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.145, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 201/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0911, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 202/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 203/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 204/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  43%|████▎     | 204/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.200, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▎     | 205/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.200, alignment/train=0.0849, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▎     | 205/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.190, alignment/train=0.0902, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.190, alignment/train=0.0902, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.181, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▍     | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.181, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▍     | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.153, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▍     | 208/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.153, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  44%|████▍     | 208/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.156, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.156, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.160, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▍     | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▍     | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▌     | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▌     | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.163, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▌     | 213/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.163, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  45%|████▌     | 213/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▌     | 214/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.202, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▌     | 214/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▌     | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▌     | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.174, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▌     | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.174, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▌     | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.202, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▋     | 217/469 [00:20<00:24, 10.49it/s, v_num=9, loss/train=0.202, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▋     | 217/469 [00:20<00:24, 10.49it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▋     | 218/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  46%|████▋     | 218/469 [00:20<00:23, 10.48it/s, v_num=9, loss/train=0.138, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.138, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.164, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.174, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 221/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.174, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 221/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  47%|████▋     | 222/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 224/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.195, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.195, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.185, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  48%|████▊     | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.192, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▊     | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.192, alignment/train=0.0694, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▊     | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.230, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.230, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.160, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.160, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 230/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 231/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  49%|████▉     | 232/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0647, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|████▉     | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0647, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|████▉     | 233/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|████▉     | 234/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.179, alignment/train=0.0684, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|████▉     | 234/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.168, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|█████     | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|█████     | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.156, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|█████     | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.156, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  50%|█████     | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.191, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.170, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 238/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.170, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 238/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.161, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 239/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.161, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 239/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.160, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.155, alignment/train=0.0636, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.155, alignment/train=0.0636, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 243/469 [00:23<00:21, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 245/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 246/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  52%|█████▏    | 246/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.168, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 247/469 [00:23<00:21, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 248/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.195, alignment/train=0.0852, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 248/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.168, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.168, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 250/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  53%|█████▎    | 250/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▎    | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.193, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▎    | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▎    | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▎    | 252/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▍    | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.174, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▍    | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.185, alignment/train=0.0657, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▍    | 254/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.185, alignment/train=0.0657, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▍    | 254/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▍    | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  54%|█████▍    | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.176, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▍    | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.176, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▍    | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.191, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▍    | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.191, alignment/train=0.089, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▍    | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▌    | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▌    | 258/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.168, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▌    | 259/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▌    | 259/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▌    | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.170, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  55%|█████▌    | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.183, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▌    | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0889, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▌    | 261/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.153, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▌    | 262/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▌    | 262/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▌    | 263/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.183, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▌    | 263/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▋    | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.196, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  56%|█████▋    | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 265/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 267/469 [00:25<00:19, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 267/469 [00:25<00:19, 10.62it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.211, alignment/train=0.0879, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 268/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  57%|█████▋    | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 270/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.153, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  58%|█████▊    | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▊    | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▊    | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 276/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 277/469 [00:26<00:18, 10.62it/s, v_num=9, loss/train=0.178, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 277/469 [00:26<00:18, 10.62it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.194, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.207, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.207, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  59%|█████▉    | 279/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|█████▉    | 280/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|█████▉    | 280/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.233, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.233, alignment/train=0.0893, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|██████    | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|██████    | 282/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|██████    | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  60%|██████    | 283/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0854, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0854, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 285/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████    | 287/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████▏   | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  61%|██████▏   | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.166, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.166, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 289/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 290/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.160, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 290/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 291/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 291/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 292/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.177, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.177, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.085, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 294/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 295/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 295/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.181, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.152, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.152, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  63%|██████▎   | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▎   | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▎   | 298/469 [00:27<00:16, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0742, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 301/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 301/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0953, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0953, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▍   | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▍   | 304/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.180, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▌   | 305/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▌   | 305/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▌   | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.184, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▌   | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▌   | 307/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  65%|██████▌   | 307/469 [00:28<00:15, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▌   | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▌   | 308/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▌   | 309/469 [00:28<00:14, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▌   | 309/469 [00:28<00:14, 10.68it/s, v_num=9, loss/train=0.134, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▌   | 310/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.134, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▌   | 310/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.199, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▋   | 311/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.199, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  66%|██████▋   | 311/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.151, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.151, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 312/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 313/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.174, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 314/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 315/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  67%|██████▋   | 316/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.141, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 317/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.141, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 317/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0881, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0881, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 318/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0827, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  68%|██████▊   | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▉   | 324/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▉   | 324/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0987, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▉   | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.205, alignment/train=0.0987, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  69%|██████▉   | 325/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|██████▉   | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.186, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|██████▉   | 326/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.146, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|██████▉   | 327/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.146, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|██████▉   | 327/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|██████▉   | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|██████▉   | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|███████   | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|███████   | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|███████   | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  70%|███████   | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.180, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.180, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 331/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 332/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 332/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0714, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0728, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.154, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 339/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.154, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 339/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 340/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.143, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  72%|███████▏  | 340/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 341/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 341/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0696, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 342/469 [00:31<00:11, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.151, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 343/469 [00:31<00:11, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0738, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  73%|███████▎  | 344/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.142, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▎  | 345/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.142, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▎  | 345/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 346/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 346/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.163, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 347/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.213, alignment/train=0.0698, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.213, alignment/train=0.0698, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 348/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  74%|███████▍  | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▍  | 350/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0845, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▍  | 350/469 [00:32<00:11, 10.75it/s, v_num=9, loss/train=0.145, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▍  | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.145, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▍  | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▌  | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▌  | 352/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▌  | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0893, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▌  | 353/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▌  | 354/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  75%|███████▌  | 354/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.182, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▌  | 355/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.187, alignment/train=0.0946, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▌  | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.187, alignment/train=0.0946, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▌  | 357/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▋  | 358/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  76%|███████▋  | 358/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  77%|███████▋  | 363/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.201, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.201, alignment/train=0.0746, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 364/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 366/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.129, alignment/train=0.0735, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.129, alignment/train=0.0735, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  78%|███████▊  | 368/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▊  | 369/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0971, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▊  | 369/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▉  | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▉  | 370/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▉  | 371/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▉  | 371/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▉  | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  79%|███████▉  | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|███████▉  | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|███████▉  | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|███████▉  | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|███████▉  | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.157, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|███████▉  | 375/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|███████▉  | 375/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.149, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|████████  | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.149, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|████████  | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|████████  | 377/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.212, alignment/train=0.0878, uniformity/train=-3.53, contrastive_acc/train=0.980, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  80%|████████  | 377/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.227, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 378/469 [00:34<00:08, 10.81it/s, v_num=9, loss/train=0.227, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 378/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 379/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 383/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 384/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 384/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.205, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.205, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 385/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.182, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  82%|████████▏ | 386/469 [00:35<00:07, 10.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 387/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.173, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 387/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.142, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.142, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 390/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 391/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.174, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  83%|████████▎ | 391/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▎ | 392/469 [00:36<00:07, 10.82it/s, v_num=9, loss/train=0.157, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▎ | 392/469 [00:36<00:07, 10.82it/s, v_num=9, loss/train=0.194, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.194, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 393/469 [00:36<00:07, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 394/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 395/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  84%|████████▍ | 396/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.209, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.209, alignment/train=0.0792, uniformity/train=-3.51, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▌ | 399/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.193, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  85%|████████▌ | 400/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 401/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 403/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 403/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.146, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▌ | 404/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  86%|████████▋ | 405/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.220, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.220, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 406/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 407/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 408/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 409/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 409/469 [00:37<00:05, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  87%|████████▋ | 410/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0787, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0787, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 412/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 413/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 413/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.180, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  88%|████████▊ | 415/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.136, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.136, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▊ | 416/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▉ | 417/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▉ | 417/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▉ | 418/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.147, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.147, alignment/train=0.0735, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  89%|████████▉ | 419/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|████████▉ | 420/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.185, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|████████▉ | 421/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|████████▉ | 422/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|█████████ | 423/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|█████████ | 423/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|█████████ | 424/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.172, alignment/train=0.0837, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  90%|█████████ | 424/469 [00:39<00:04, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████ | 426/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.156, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████▏| 428/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.182, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████▏| 428/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.170, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  91%|█████████▏| 429/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 430/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0929, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.174, alignment/train=0.0929, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 435/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 436/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 436/469 [00:40<00:03, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 437/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  93%|█████████▎| 438/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.205, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.205, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 440/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 440/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 441/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.188, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 442/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 443/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  94%|█████████▍| 443/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.192, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.192, alignment/train=0.073, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▍| 444/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▍| 445/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▌| 446/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▌| 447/469 [00:41<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  95%|█████████▌| 447/469 [00:41<00:02, 10.86it/s, v_num=9, loss/train=0.164, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.164, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.141, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.141, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 449/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.144, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.144, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 450/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▌| 451/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  96%|█████████▋| 452/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.191, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 453/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.191, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 453/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.169, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.169, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 454/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.174, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.174, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 455/469 [00:41<00:01, 10.94it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 456/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.159, alignment/train=0.0642, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.159, alignment/train=0.0642, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  97%|█████████▋| 457/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.245, alignment/train=0.0921, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 458/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.245, alignment/train=0.0921, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 458/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.169, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.169, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 459/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 460/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 460/469 [00:41<00:00, 11.01it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  98%|█████████▊| 461/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.150, alignment/train=0.0901, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.150, alignment/train=0.0901, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▊| 462/469 [00:41<00:00, 11.04it/s, v_num=9, loss/train=0.174, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.174, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▊| 463/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▉| 464/469 [00:41<00:00, 11.07it/s, v_num=9, loss/train=0.209, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.209, alignment/train=0.0929, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.196, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.196, alignment/train=0.0834, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21:  99%|█████████▉| 466/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.165, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 467/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.165, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 467/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.194, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.194, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|█████████▉| 468/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]
Epoch 21: 100%|██████████| 469/469 [00:42<00:00, 11.14it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0809, uniformity/val=-3.65, contrastive_acc/val=0.952]

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Epoch 21: 100%|██████████| 469/469 [00:49<00:00,  9.57it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 21: 100%|██████████| 469/469 [00:49<00:00,  9.57it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 21:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   0%|          | 1/469 [00:01<12:35,  0.62it/s, v_num=9, loss/train=0.104, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   0%|          | 1/469 [00:01<12:36,  0.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   0%|          | 2/469 [00:01<06:30,  1.20it/s, v_num=9, loss/train=0.168, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   0%|          | 2/469 [00:01<06:30,  1.20it/s, v_num=9, loss/train=0.192, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|          | 3/469 [00:01<04:31,  1.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|          | 3/469 [00:01<04:31,  1.72it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|          | 4/469 [00:01<03:29,  2.22it/s, v_num=9, loss/train=0.179, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|          | 4/469 [00:01<03:29,  2.22it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|          | 5/469 [00:01<02:53,  2.67it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|          | 5/469 [00:01<02:53,  2.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|▏         | 6/469 [00:01<02:28,  3.11it/s, v_num=9, loss/train=0.176, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|▏         | 6/469 [00:01<02:28,  3.11it/s, v_num=9, loss/train=0.183, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|▏         | 7/469 [00:02<02:14,  3.42it/s, v_num=9, loss/train=0.183, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   1%|▏         | 7/469 [00:02<02:14,  3.42it/s, v_num=9, loss/train=0.193, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 8/469 [00:02<02:07,  3.62it/s, v_num=9, loss/train=0.193, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 8/469 [00:02<02:07,  3.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 9/469 [00:02<01:56,  3.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 9/469 [00:02<01:57,  3.93it/s, v_num=9, loss/train=0.166, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 10/469 [00:02<01:48,  4.22it/s, v_num=9, loss/train=0.166, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 10/469 [00:02<01:48,  4.22it/s, v_num=9, loss/train=0.138, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 11/469 [00:02<01:42,  4.47it/s, v_num=9, loss/train=0.138, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   2%|▏         | 11/469 [00:02<01:42,  4.47it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 12/469 [00:02<01:35,  4.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0833, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 12/469 [00:02<01:35,  4.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 13/469 [00:02<01:32,  4.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 13/469 [00:02<01:32,  4.94it/s, v_num=9, loss/train=0.167, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 14/469 [00:02<01:27,  5.17it/s, v_num=9, loss/train=0.167, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 14/469 [00:02<01:28,  5.17it/s, v_num=9, loss/train=0.155, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 15/469 [00:02<01:23,  5.43it/s, v_num=9, loss/train=0.155, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 15/469 [00:02<01:23,  5.42it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 16/469 [00:02<01:19,  5.67it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   3%|▎         | 16/469 [00:02<01:19,  5.67it/s, v_num=9, loss/train=0.207, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▎         | 17/469 [00:02<01:17,  5.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0956, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▎         | 17/469 [00:02<01:17,  5.80it/s, v_num=9, loss/train=0.207, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 18/469 [00:03<01:17,  5.80it/s, v_num=9, loss/train=0.207, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 18/469 [00:03<01:17,  5.80it/s, v_num=9, loss/train=0.174, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 19/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.174, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 19/469 [00:03<01:15,  5.96it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 20/469 [00:03<01:12,  6.16it/s, v_num=9, loss/train=0.175, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 20/469 [00:03<01:12,  6.16it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 21/469 [00:03<01:10,  6.36it/s, v_num=9, loss/train=0.173, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   4%|▍         | 21/469 [00:03<01:10,  6.36it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▍         | 22/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.170, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▍         | 22/469 [00:03<01:09,  6.45it/s, v_num=9, loss/train=0.174, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.174, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▍         | 23/469 [00:03<01:09,  6.41it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▌         | 24/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▌         | 25/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   5%|▌         | 25/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 26/469 [00:03<01:04,  6.91it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 26/469 [00:03<01:04,  6.91it/s, v_num=9, loss/train=0.193, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 27/469 [00:03<01:03,  6.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0848, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 27/469 [00:03<01:03,  6.98it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 28/469 [00:04<01:03,  6.98it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 28/469 [00:04<01:03,  6.98it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.186, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▋         | 30/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   6%|▋         | 30/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 31/469 [00:04<00:59,  7.41it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 31/469 [00:04<00:59,  7.40it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 32/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 32/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.145, alignment/train=0.0686, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 33/469 [00:04<00:58,  7.50it/s, v_num=9, loss/train=0.145, alignment/train=0.0686, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 33/469 [00:04<00:58,  7.50it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 34/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 34/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 35/469 [00:04<00:57,  7.61it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   7%|▋         | 35/469 [00:04<00:57,  7.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 36/469 [00:04<00:56,  7.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 36/469 [00:04<00:56,  7.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 37/469 [00:04<00:56,  7.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 37/469 [00:04<00:56,  7.71it/s, v_num=9, loss/train=0.192, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 38/469 [00:04<00:55,  7.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 38/469 [00:04<00:55,  7.77it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 39/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   8%|▊         | 39/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▊         | 40/469 [00:05<00:54,  7.91it/s, v_num=9, loss/train=0.200, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▊         | 40/469 [00:05<00:54,  7.91it/s, v_num=9, loss/train=0.187, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▊         | 41/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.187, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▊         | 41/469 [00:05<00:53,  7.97it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▉         | 42/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▉         | 42/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▉         | 43/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▉         | 43/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▉         | 44/469 [00:05<00:52,  8.15it/s, v_num=9, loss/train=0.176, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   9%|▉         | 44/469 [00:05<00:52,  8.15it/s, v_num=9, loss/train=0.194, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|▉         | 45/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|▉         | 45/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|▉         | 46/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|▉         | 46/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|█         | 47/469 [00:05<00:50,  8.29it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|█         | 47/469 [00:05<00:50,  8.29it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|█         | 48/469 [00:05<00:50,  8.38it/s, v_num=9, loss/train=0.194, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|█         | 48/469 [00:05<00:50,  8.38it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|█         | 49/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.190, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  10%|█         | 49/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█         | 50/469 [00:05<00:49,  8.41it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█         | 50/469 [00:05<00:49,  8.41it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█         | 51/469 [00:06<00:49,  8.48it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█         | 51/469 [00:06<00:49,  8.48it/s, v_num=9, loss/train=0.185, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█         | 52/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.185, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█         | 52/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.176, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█▏        | 53/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.176, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  11%|█▏        | 53/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.153, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 54/469 [00:06<00:48,  8.64it/s, v_num=9, loss/train=0.153, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 54/469 [00:06<00:48,  8.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 55/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 55/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.189, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 56/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.189, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 56/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 57/469 [00:06<00:47,  8.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 57/469 [00:06<00:47,  8.74it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 58/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  12%|█▏        | 58/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 59/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 59/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.164, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 60/469 [00:06<00:46,  8.81it/s, v_num=9, loss/train=0.164, alignment/train=0.086, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 60/469 [00:06<00:46,  8.81it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 61/469 [00:06<00:46,  8.81it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 61/469 [00:06<00:46,  8.81it/s, v_num=9, loss/train=0.162, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 62/469 [00:06<00:45,  8.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 62/469 [00:06<00:45,  8.86it/s, v_num=9, loss/train=0.183, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 63/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.183, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  13%|█▎        | 63/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.170, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▎        | 64/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.170, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▎        | 64/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.153, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 65/469 [00:07<00:45,  8.98it/s, v_num=9, loss/train=0.153, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 65/469 [00:07<00:45,  8.98it/s, v_num=9, loss/train=0.180, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 66/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.180, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 66/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.166, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 67/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 67/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 68/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.198, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  14%|█▍        | 68/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.177, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▍        | 69/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.177, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▍        | 69/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.187, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▍        | 70/469 [00:07<00:44,  9.06it/s, v_num=9, loss/train=0.187, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▍        | 70/469 [00:07<00:44,  9.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▌        | 71/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.175, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▌        | 71/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.181, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▌        | 72/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.181, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  15%|█▌        | 72/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 73/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 73/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 74/469 [00:08<00:43,  9.16it/s, v_num=9, loss/train=0.179, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 74/469 [00:08<00:43,  9.16it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 75/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.178, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 75/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.177, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 76/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.177, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▌        | 76/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.146, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▋        | 77/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.146, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  16%|█▋        | 77/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 78/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.167, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 78/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 79/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.178, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 79/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.157, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 80/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 80/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 81/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.205, alignment/train=0.086, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 81/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 82/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  17%|█▋        | 82/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 83/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 83/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 84/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 84/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 85/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.187, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 85/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.177, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 86/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.177, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  18%|█▊        | 86/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▊        | 87/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▊        | 87/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 88/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 88/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 89/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.159, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 89/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.228, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 90/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.228, alignment/train=0.0919, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 90/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 91/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.190, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  19%|█▉        | 91/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|█▉        | 92/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.207, alignment/train=0.0797, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|█▉        | 92/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|█▉        | 93/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|█▉        | 93/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|██        | 94/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|██        | 94/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|██        | 95/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|██        | 95/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|██        | 96/469 [00:09<00:38,  9.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  20%|██        | 96/469 [00:09<00:38,  9.61it/s, v_num=9, loss/train=0.174, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██        | 97/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.174, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██        | 97/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██        | 98/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.186, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██        | 98/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██        | 99/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██        | 99/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██▏       | 100/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  21%|██▏       | 100/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.136, alignment/train=0.062, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 101/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.136, alignment/train=0.062, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 101/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 102/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0891, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 102/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 103/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 103/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 104/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 104/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.139, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 105/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.139, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  22%|██▏       | 105/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 106/469 [00:10<00:37,  9.75it/s, v_num=9, loss/train=0.178, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 106/469 [00:10<00:37,  9.75it/s, v_num=9, loss/train=0.167, alignment/train=0.0646, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 107/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0646, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 107/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 108/469 [00:11<00:37,  9.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 108/469 [00:11<00:37,  9.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 109/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 109/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 110/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  23%|██▎       | 110/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▎       | 111/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▎       | 111/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▍       | 112/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.221, alignment/train=0.0883, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▍       | 112/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▍       | 113/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.179, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▍       | 113/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.144, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▍       | 114/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.144, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  24%|██▍       | 114/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▍       | 115/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▍       | 115/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▍       | 116/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▍       | 116/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.177, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▍       | 117/469 [00:11<00:35,  9.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0835, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▍       | 117/469 [00:11<00:35,  9.86it/s, v_num=9, loss/train=0.211, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▌       | 118/469 [00:11<00:35,  9.86it/s, v_num=9, loss/train=0.211, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▌       | 118/469 [00:11<00:35,  9.86it/s, v_num=9, loss/train=0.164, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▌       | 119/469 [00:12<00:35,  9.89it/s, v_num=9, loss/train=0.164, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  25%|██▌       | 119/469 [00:12<00:35,  9.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 120/469 [00:12<00:35,  9.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 120/469 [00:12<00:35,  9.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 121/469 [00:12<00:35,  9.89it/s, v_num=9, loss/train=0.161, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 121/469 [00:12<00:35,  9.89it/s, v_num=9, loss/train=0.174, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 122/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.174, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 122/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.148, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.148, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.173, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.173, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  26%|██▋       | 124/469 [00:12<00:34,  9.90it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 125/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 125/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 126/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 126/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.171, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 127/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.171, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 127/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 128/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  27%|██▋       | 128/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 129/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 129/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.173, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 130/469 [00:13<00:34,  9.97it/s, v_num=9, loss/train=0.173, alignment/train=0.0916, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 130/469 [00:13<00:34,  9.97it/s, v_num=9, loss/train=0.198, alignment/train=0.0655, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.198, alignment/train=0.0655, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 131/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.152, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 132/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.152, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 132/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  28%|██▊       | 133/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.150, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▊       | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.150, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▊       | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.167, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0668, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0668, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 136/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 137/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 137/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.171, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 138/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  29%|██▉       | 138/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.185, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|██▉       | 139/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.185, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|██▉       | 139/469 [00:13<00:32, 10.05it/s, v_num=9, loss/train=0.178, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|██▉       | 140/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.178, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|██▉       | 140/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|███       | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|███       | 141/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|███       | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.177, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|███       | 142/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.165, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|███       | 143/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.165, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  30%|███       | 143/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███       | 144/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███       | 144/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.186, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███       | 145/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.186, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███       | 145/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███       | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███       | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.169, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███▏      | 147/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.169, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  31%|███▏      | 147/469 [00:14<00:31, 10.09it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.170, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.170, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 149/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.174, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.174, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 150/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.156, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.156, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 151/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 152/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0822, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  32%|███▏      | 152/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 154/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.175, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 154/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 155/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.169, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 155/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.180, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.180, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 156/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  33%|███▎      | 157/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.156, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▎      | 158/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.156, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▎      | 158/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.172, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▍      | 159/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.172, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▍      | 159/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.157, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▍      | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.157, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▍      | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.150, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▍      | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.150, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  34%|███▍      | 161/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.134, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▍      | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.134, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▍      | 162/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.193, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▍      | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.193, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▍      | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.191, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▍      | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.191, alignment/train=0.0917, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▍      | 164/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.203, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▌      | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▌      | 165/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▌      | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  35%|███▌      | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.186, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.179, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.177, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 169/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▌      | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▋      | 171/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.179, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  36%|███▋      | 171/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.170, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.170, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 172/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.178, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 173/469 [00:16<00:28, 10.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 173/469 [00:16<00:28, 10.24it/s, v_num=9, loss/train=0.154, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.154, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 174/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.155, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.155, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  37%|███▋      | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0674, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 176/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0674, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 176/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 177/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 177/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.166, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.173, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.173, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 180/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.199, alignment/train=0.0934, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  38%|███▊      | 180/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▊      | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▊      | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 182/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 183/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 183/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.174, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.174, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 184/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0881, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  39%|███▉      | 185/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.206, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|███▉      | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.206, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|███▉      | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.200, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|███▉      | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.200, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|███▉      | 187/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|████      | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|████      | 188/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.192, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|████      | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0721, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  40%|████      | 189/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 190/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.196, alignment/train=0.0745, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 190/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 191/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.182, alignment/train=0.0755, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 191/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.156, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.156, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 192/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████      | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.176, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████▏     | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.176, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  41%|████▏     | 194/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 195/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.202, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 195/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.189, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.189, alignment/train=0.0811, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.201, alignment/train=0.0806, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 198/469 [00:19<00:26, 10.35it/s, v_num=9, loss/train=0.163, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.163, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  42%|████▏     | 199/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.171, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.171, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 200/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 201/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.164, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 201/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 202/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 203/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  43%|████▎     | 204/469 [00:19<00:25, 10.38it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▎     | 205/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.219, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▎     | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.138, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▍     | 206/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.138, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▍     | 206/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▍     | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▍     | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.196, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▍     | 208/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.196, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  44%|████▍     | 208/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▍     | 209/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.161, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▍     | 209/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▍     | 210/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.187, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▍     | 210/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.151, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.151, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▌     | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▌     | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▌     | 213/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  45%|████▌     | 213/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.151, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▌     | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.151, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▌     | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▌     | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▌     | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.172, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▌     | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.172, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▌     | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.155, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▋     | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.155, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▋     | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.153, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 219/469 [00:20<00:23, 10.45it/s, v_num=9, loss/train=0.153, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 219/469 [00:20<00:23, 10.45it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 220/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.182, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.182, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 221/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.186, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 222/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.186, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  47%|████▋     | 222/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.194, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.168, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 225/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 225/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.190, alignment/train=0.0774, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.166, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.166, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  48%|████▊     | 227/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▊     | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.159, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▊     | 228/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 230/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.177, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 230/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 231/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.184, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  49%|████▉     | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|████▉     | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.150, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|████▉     | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|████▉     | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.172, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|████▉     | 234/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|█████     | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|█████     | 235/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.166, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|█████     | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.166, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  50%|█████     | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.201, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 237/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.201, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 237/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.158, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.163, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████▏    | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  51%|█████▏    | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 242/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 243/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 244/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 244/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.149, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 246/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.149, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  52%|█████▏    | 246/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.154, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 248/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 249/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 249/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.183, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.076, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.168, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▎    | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.168, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▎    | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▎    | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.186, alignment/train=0.0818, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▎    | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▍    | 253/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▍    | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▍    | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▍    | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▍    | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.213, alignment/train=0.0871, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  54%|█████▍    | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▍    | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.163, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▍    | 256/469 [00:24<00:20, 10.58it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▍    | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▍    | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.166, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▌    | 258/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.166, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▌    | 258/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▌    | 259/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.185, alignment/train=0.0926, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▌    | 259/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▌    | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  55%|█████▌    | 260/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.137, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▌    | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.137, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▌    | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▌    | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▌    | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▌    | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▌    | 263/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▋    | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  56%|█████▋    | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.193, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 265/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.193, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 265/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.129, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.129, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 266/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.162, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 269/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  57%|█████▋    | 269/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.130, alignment/train=0.0714, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 270/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.130, alignment/train=0.0714, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 270/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 271/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.170, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 271/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.184, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.184, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  58%|█████▊    | 274/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▊    | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▊    | 275/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 277/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.140, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.140, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  59%|█████▉    | 279/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|█████▉    | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|█████▉    | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.191, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|█████▉    | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.191, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|█████▉    | 281/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.161, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|██████    | 282/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|██████    | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  60%|██████    | 283/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 284/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 284/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.222, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.222, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.166, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 286/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 287/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████    | 287/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.226, alignment/train=0.0764, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.195, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 292/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.159, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 292/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.148, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.148, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  62%|██████▏   | 293/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 295/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 295/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.184, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  63%|██████▎   | 297/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▎   | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▎   | 298/469 [00:27<00:16, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.134, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.134, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▍   | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.184, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▌   | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▌   | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▌   | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▌   | 306/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.138, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▌   | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.138, alignment/train=0.0653, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▌   | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▌   | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▌   | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0965, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▌   | 310/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0811, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0941, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0941, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 313/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.234, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.234, alignment/train=0.0887, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 318/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 318/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.181, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.181, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.146, alignment/train=0.0751, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.169, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  68%|██████▊   | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0922, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▊   | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.170, alignment/train=0.0922, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▊   | 322/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.172, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▉   | 323/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.172, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▉   | 323/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▉   | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.194, alignment/train=0.0823, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▉   | 324/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▉   | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  69%|██████▉   | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|██████▉   | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.183, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|██████▉   | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|██████▉   | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|██████▉   | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|██████▉   | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|██████▉   | 328/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.195, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0716, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 331/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████   | 334/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████▏  | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  71%|███████▏  | 335/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 336/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0885, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 336/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 337/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.173, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 337/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.177, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.164, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.164, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  72%|███████▏  | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.183, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 341/469 [00:31<00:11, 10.68it/s, v_num=9, loss/train=0.146, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 342/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.146, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 342/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 343/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 343/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  73%|███████▎  | 344/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.182, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.202, alignment/train=0.0859, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 348/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.139, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.139, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▍  | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▍  | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▍  | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▍  | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▌  | 352/469 [00:32<00:10, 10.70it/s, v_num=9, loss/train=0.169, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▌  | 352/469 [00:32<00:10, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▌  | 353/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▌  | 353/469 [00:33<00:10, 10.70it/s, v_num=9, loss/train=0.212, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▌  | 354/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.212, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  75%|███████▌  | 354/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▌  | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▌  | 356/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0742, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 360/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 360/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 361/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 361/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 362/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 362/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.155, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  77%|███████▋  | 363/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 366/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 366/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 367/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 367/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 368/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  78%|███████▊  | 368/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▊  | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▊  | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.196, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▉  | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.196, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▉  | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.143, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▉  | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▉  | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▉  | 372/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  79%|███████▉  | 372/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.153, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|███████▉  | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.153, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|███████▉  | 373/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|███████▉  | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|███████▉  | 374/469 [00:34<00:08, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|███████▉  | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.182, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|███████▉  | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|████████  | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|████████  | 376/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|████████  | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  80%|████████  | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0687, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.177, alignment/train=0.0687, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 379/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 380/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████  | 381/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████▏ | 382/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  81%|████████▏ | 382/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.215, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.215, alignment/train=0.0829, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 387/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.194, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 387/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.209, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.209, alignment/train=0.0756, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 388/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.153, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 390/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0758, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 390/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0787, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  83%|████████▎ | 391/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▎ | 392/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▎ | 392/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.211, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.211, alignment/train=0.086, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 394/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0764, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.140, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.140, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  84%|████████▍ | 396/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▍ | 397/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▍ | 397/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▍ | 398/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0805, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.205, alignment/train=0.0805, uniformity/train=-3.50, contrastive_acc/train=0.988, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  85%|████████▌ | 400/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.162, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 401/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 402/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.181, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 403/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.199, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▌ | 404/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▋ | 405/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  86%|████████▋ | 405/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 406/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 406/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.203, alignment/train=0.0724, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 407/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 408/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 409/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0818, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  87%|████████▋ | 410/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 411/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 412/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 414/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▉ | 417/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▉ | 418/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  89%|████████▉ | 419/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|████████▉ | 420/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|████████▉ | 421/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0807, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████ | 425/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████ | 426/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.097, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  91%|█████████▏| 429/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.159, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.206, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 432/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 432/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.146, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.146, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  92%|█████████▏| 433/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.181, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 434/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 437/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  93%|█████████▎| 438/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▎| 439/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.089, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 440/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 441/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.215, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 441/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 442/469 [00:40<00:02, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.180, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▍| 444/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▍| 445/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▌| 446/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0644, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.155, alignment/train=0.0644, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  95%|█████████▌| 447/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0686, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 448/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 449/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 449/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.185, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 450/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▌| 451/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  96%|█████████▋| 452/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.161, alignment/train=0.0756, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 453/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.167, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 454/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0746, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 455/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 456/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.148, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.148, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  97%|█████████▋| 457/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.179, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.179, alignment/train=0.080, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 458/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 459/469 [00:41<00:00, 10.93it/s, v_num=9, loss/train=0.155, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.155, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 460/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.198, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.198, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  98%|█████████▊| 461/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.181, alignment/train=0.0664, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0664, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▊| 462/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▊| 463/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.156, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.156, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▉| 464/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.170, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.170, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▉| 465/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.183, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.183, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:  99%|█████████▉| 466/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 467/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.191, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.191, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|█████████▉| 468/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.181, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.181, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|██████████| 469/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.380, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]

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Validation DataLoader 0:   1%|▏         | 1/79 [00:00<00:18,  4.20it/s]

Validation DataLoader 0:   3%|▎         | 2/79 [00:00<00:15,  4.94it/s]

Validation DataLoader 0:   4%|▍         | 3/79 [00:00<00:11,  6.46it/s]

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Epoch 22: 100%|██████████| 469/469 [00:48<00:00,  9.74it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22: 100%|██████████| 469/469 [00:48<00:00,  9.74it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 22:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   0%|          | 1/469 [00:01<13:01,  0.60it/s, v_num=9, loss/train=0.106, alignment/train=0.0686, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   0%|          | 1/469 [00:01<13:02,  0.60it/s, v_num=9, loss/train=0.210, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   0%|          | 2/469 [00:01<06:45,  1.15it/s, v_num=9, loss/train=0.210, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   0%|          | 2/469 [00:01<06:45,  1.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|          | 3/469 [00:01<04:40,  1.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|          | 3/469 [00:01<04:40,  1.66it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|          | 4/469 [00:01<03:36,  2.15it/s, v_num=9, loss/train=0.200, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|          | 4/469 [00:01<03:36,  2.15it/s, v_num=9, loss/train=0.170, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|          | 5/469 [00:01<03:04,  2.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|          | 5/469 [00:01<03:04,  2.51it/s, v_num=9, loss/train=0.130, alignment/train=0.0685, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|▏         | 6/469 [00:02<02:40,  2.88it/s, v_num=9, loss/train=0.130, alignment/train=0.0685, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|▏         | 6/469 [00:02<02:41,  2.88it/s, v_num=9, loss/train=0.168, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|▏         | 7/469 [00:02<02:21,  3.27it/s, v_num=9, loss/train=0.168, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   1%|▏         | 7/469 [00:02<02:21,  3.27it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 8/469 [00:02<02:06,  3.64it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 8/469 [00:02<02:06,  3.64it/s, v_num=9, loss/train=0.134, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 9/469 [00:02<01:58,  3.87it/s, v_num=9, loss/train=0.134, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 9/469 [00:02<01:58,  3.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 10/469 [00:02<01:53,  4.05it/s, v_num=9, loss/train=0.149, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 10/469 [00:02<01:53,  4.05it/s, v_num=9, loss/train=0.163, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 11/469 [00:02<01:45,  4.34it/s, v_num=9, loss/train=0.163, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   2%|▏         | 11/469 [00:02<01:45,  4.34it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 12/469 [00:02<01:40,  4.57it/s, v_num=9, loss/train=0.197, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 12/469 [00:02<01:40,  4.57it/s, v_num=9, loss/train=0.173, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 13/469 [00:02<01:35,  4.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 13/469 [00:02<01:35,  4.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 14/469 [00:02<01:30,  5.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 14/469 [00:02<01:30,  5.03it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 15/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 15/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.193, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 16/469 [00:02<01:24,  5.38it/s, v_num=9, loss/train=0.193, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   3%|▎         | 16/469 [00:02<01:24,  5.37it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0662, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▎         | 17/469 [00:03<01:20,  5.61it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 18/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 18/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 19/469 [00:03<01:17,  5.82it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 20/469 [00:03<01:15,  5.97it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 20/469 [00:03<01:15,  5.97it/s, v_num=9, loss/train=0.151, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 21/469 [00:03<01:12,  6.17it/s, v_num=9, loss/train=0.151, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   4%|▍         | 21/469 [00:03<01:12,  6.17it/s, v_num=9, loss/train=0.154, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▍         | 22/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.154, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▍         | 22/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▍         | 23/469 [00:03<01:09,  6.39it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▍         | 23/469 [00:03<01:09,  6.39it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▌         | 24/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▌         | 24/469 [00:03<01:08,  6.47it/s, v_num=9, loss/train=0.191, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▌         | 25/469 [00:03<01:07,  6.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0851, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   5%|▌         | 25/469 [00:03<01:07,  6.62it/s, v_num=9, loss/train=0.156, alignment/train=0.0631, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 26/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.156, alignment/train=0.0631, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 26/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 27/469 [00:03<01:03,  6.91it/s, v_num=9, loss/train=0.193, alignment/train=0.0795, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 27/469 [00:03<01:04,  6.91it/s, v_num=9, loss/train=0.210, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 28/469 [00:03<01:02,  7.01it/s, v_num=9, loss/train=0.210, alignment/train=0.0916, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 28/469 [00:03<01:02,  7.01it/s, v_num=9, loss/train=0.154, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 29/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.154, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▌         | 29/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.163, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▋         | 30/469 [00:04<01:01,  7.19it/s, v_num=9, loss/train=0.163, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   6%|▋         | 30/469 [00:04<01:01,  7.19it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 31/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 31/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.194, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 32/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.161, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 33/469 [00:04<00:59,  7.38it/s, v_num=9, loss/train=0.161, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 33/469 [00:04<00:59,  7.37it/s, v_num=9, loss/train=0.204, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 34/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.204, alignment/train=0.0735, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 34/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.165, alignment/train=0.0914, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 35/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.165, alignment/train=0.0914, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   7%|▋         | 35/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 36/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.152, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 36/469 [00:04<00:57,  7.58it/s, v_num=9, loss/train=0.177, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 37/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 37/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 38/469 [00:04<00:55,  7.73it/s, v_num=9, loss/train=0.190, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 38/469 [00:04<00:55,  7.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 39/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   8%|▊         | 39/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.190, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.190, alignment/train=0.087, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▊         | 40/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.183, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▊         | 41/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.183, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▊         | 41/469 [00:05<00:54,  7.90it/s, v_num=9, loss/train=0.193, alignment/train=0.0776, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▉         | 42/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.193, alignment/train=0.0776, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▉         | 42/469 [00:05<00:53,  7.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▉         | 43/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.182, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▉         | 44/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.182, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:   9%|▉         | 44/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|▉         | 45/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.181, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|▉         | 45/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|▉         | 46/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.179, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|▉         | 46/469 [00:05<00:51,  8.18it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|█         | 47/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.211, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|█         | 47/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|█         | 48/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.199, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|█         | 48/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.195, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|█         | 49/469 [00:05<00:50,  8.33it/s, v_num=9, loss/train=0.195, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  10%|█         | 49/469 [00:05<00:50,  8.33it/s, v_num=9, loss/train=0.154, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█         | 50/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.154, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█         | 50/469 [00:05<00:50,  8.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█         | 51/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.164, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█         | 51/469 [00:06<00:49,  8.38it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█         | 52/469 [00:06<00:49,  8.41it/s, v_num=9, loss/train=0.161, alignment/train=0.073, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.157, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█▏        | 53/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  11%|█▏        | 53/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 54/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.192, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 54/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.179, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 55/469 [00:06<00:48,  8.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 55/469 [00:06<00:48,  8.47it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 56/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 56/469 [00:06<00:48,  8.55it/s, v_num=9, loss/train=0.145, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 57/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.145, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 57/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.151, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 58/469 [00:06<00:47,  8.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  12%|█▏        | 58/469 [00:06<00:47,  8.59it/s, v_num=9, loss/train=0.161, alignment/train=0.0676, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 59/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0676, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 59/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 60/469 [00:06<00:46,  8.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 60/469 [00:06<00:46,  8.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 61/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 61/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 62/469 [00:06<00:45,  8.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 62/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 63/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.171, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  13%|█▎        | 63/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▎        | 64/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.158, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▎        | 64/469 [00:07<00:45,  8.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 65/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0838, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 65/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.179, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 66/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.179, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 66/469 [00:07<00:45,  8.86it/s, v_num=9, loss/train=0.141, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 67/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.141, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 67/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.185, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 68/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.185, alignment/train=0.072, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  14%|█▍        | 68/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▍        | 69/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.176, alignment/train=0.0744, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▍        | 69/469 [00:07<00:44,  8.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.0699, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▍        | 70/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.182, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▌        | 71/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.182, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▌        | 71/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▌        | 72/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  15%|█▌        | 72/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.182, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 73/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.182, alignment/train=0.0798, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 73/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 74/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 74/469 [00:08<00:43,  9.03it/s, v_num=9, loss/train=0.201, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 75/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.201, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 75/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 76/469 [00:08<00:43,  9.14it/s, v_num=9, loss/train=0.185, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▌        | 76/469 [00:08<00:43,  9.14it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▋        | 77/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.156, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  16%|█▋        | 77/469 [00:08<00:42,  9.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 78/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.174, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 78/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.186, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 79/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.186, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 79/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 80/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 80/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.158, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 81/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.158, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 81/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.197, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 82/469 [00:08<00:41,  9.25it/s, v_num=9, loss/train=0.197, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  17%|█▋        | 82/469 [00:08<00:41,  9.25it/s, v_num=9, loss/train=0.165, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 83/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.165, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 83/469 [00:08<00:41,  9.27it/s, v_num=9, loss/train=0.156, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 84/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.156, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 84/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 85/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.182, alignment/train=0.0869, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 85/469 [00:09<00:41,  9.32it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 86/469 [00:09<00:41,  9.34it/s, v_num=9, loss/train=0.176, alignment/train=0.0774, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  18%|█▊        | 86/469 [00:09<00:41,  9.34it/s, v_num=9, loss/train=0.179, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▊        | 87/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.179, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▊        | 87/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.190, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 88/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.190, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 88/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 89/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 89/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 90/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.191, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 90/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.187, alignment/train=0.0721, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 91/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.187, alignment/train=0.0721, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  19%|█▉        | 91/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.155, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|█▉        | 92/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.155, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|█▉        | 92/469 [00:09<00:40,  9.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|█▉        | 93/469 [00:09<00:39,  9.43it/s, v_num=9, loss/train=0.180, alignment/train=0.0653, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|█▉        | 93/469 [00:09<00:39,  9.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.161, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|██        | 94/469 [00:09<00:39,  9.48it/s, v_num=9, loss/train=0.197, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|██        | 95/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.197, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|██        | 95/469 [00:10<00:39,  9.49it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|██        | 96/469 [00:10<00:39,  9.51it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  20%|██        | 96/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.171, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██        | 97/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.171, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██        | 97/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██        | 98/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██        | 98/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.190, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██        | 99/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  21%|██▏       | 100/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.188, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0784, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 101/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.145, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 102/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.145, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 102/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 103/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.173, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 103/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 104/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 104/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.202, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 105/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.202, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  22%|██▏       | 105/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 106/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 106/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 108/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 109/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 109/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.159, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 110/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.159, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  23%|██▎       | 110/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▎       | 111/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▎       | 111/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.131, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▍       | 112/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.131, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▍       | 112/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▍       | 113/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▍       | 113/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0713, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▍       | 114/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.200, alignment/train=0.0713, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  24%|██▍       | 114/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▍       | 115/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▍       | 115/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▍       | 116/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.153, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▍       | 116/469 [00:11<00:36,  9.76it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▍       | 117/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▌       | 118/469 [00:12<00:35,  9.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▌       | 119/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  25%|██▌       | 119/469 [00:12<00:35,  9.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 120/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0671, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 122/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.162, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 122/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.199, alignment/train=0.0883, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▌       | 123/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▋       | 124/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.183, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  26%|██▋       | 124/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.184, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 125/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.184, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 125/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 126/469 [00:12<00:34,  9.86it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 127/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.203, alignment/train=0.0922, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 127/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 128/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.182, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  27%|██▋       | 128/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 129/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.171, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 129/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 130/469 [00:13<00:34,  9.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 130/469 [00:13<00:34,  9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 131/469 [00:13<00:34,  9.93it/s, v_num=9, loss/train=0.206, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 131/469 [00:13<00:34,  9.93it/s, v_num=9, loss/train=0.193, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 132/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.193, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 132/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 133/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.168, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  28%|██▊       | 133/469 [00:13<00:33,  9.90it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▊       | 134/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.195, alignment/train=0.084, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▊       | 134/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 135/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.156, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 135/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 136/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 136/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 137/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.157, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 137/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 138/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.219, alignment/train=0.0938, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  29%|██▉       | 138/469 [00:13<00:33, 10.01it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|██▉       | 139/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|██▉       | 139/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|██▉       | 140/469 [00:14<00:33,  9.96it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|██▉       | 140/469 [00:14<00:33,  9.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|███       | 141/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|███       | 141/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.153, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|███       | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.153, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|███       | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.189, alignment/train=0.093, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|███       | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.189, alignment/train=0.093, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  30%|███       | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███       | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.166, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███       | 144/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.164, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███       | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███       | 145/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.178, alignment/train=0.0786, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███▏      | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.163, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  31%|███▏      | 147/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.167, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.167, alignment/train=0.066, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.215, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 150/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.215, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 150/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.158, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  32%|███▏      | 152/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.193, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.193, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 153/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.152, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0834, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.183, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 156/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.166, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.166, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  33%|███▎      | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▎      | 158/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▍      | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.174, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▍      | 159/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▍      | 160/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▍      | 160/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.179, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▍      | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.179, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  34%|███▍      | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▍      | 162/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0797, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▍      | 162/469 [00:15<00:30, 10.15it/s, v_num=9, loss/train=0.168, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▍      | 163/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.168, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▍      | 163/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▍      | 164/469 [00:16<00:30, 10.16it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▌      | 165/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▌      | 165/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▌      | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  35%|███▌      | 166/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.174, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.174, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 167/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.227, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.227, alignment/train=0.101, uniformity/train=-3.52, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 168/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.142, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 169/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.142, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 169/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.178, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▌      | 170/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▋      | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.156, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  36%|███▋      | 171/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.180, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 172/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.166, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.166, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 173/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.186, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 174/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.186, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 174/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.149, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 175/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.149, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  37%|███▋      | 175/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.159, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 177/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.176, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.176, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.148, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.148, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 179/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 180/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.176, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  38%|███▊      | 180/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▊      | 181/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▊      | 181/469 [00:17<00:28, 10.25it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 182/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.201, alignment/train=0.089, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 182/469 [00:17<00:27, 10.28it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.158, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.158, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.188, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 185/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.188, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  39%|███▉      | 185/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.156, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|███▉      | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.156, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|███▉      | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.159, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|███▉      | 187/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|███▉      | 187/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.178, alignment/train=0.0871, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|████      | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.178, alignment/train=0.0871, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|████      | 188/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|████      | 189/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  40%|████      | 189/469 [00:18<00:27, 10.31it/s, v_num=9, loss/train=0.159, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.159, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 190/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.152, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 191/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.152, alignment/train=0.0705, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 191/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.158, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.158, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.192, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████      | 193/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.158, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  41%|████▏     | 194/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.166, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 195/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.197, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.197, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 196/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 197/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.160, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 197/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.135, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.135, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 199/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  42%|████▏     | 199/469 [00:19<00:26, 10.34it/s, v_num=9, loss/train=0.178, alignment/train=0.0948, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0948, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.180, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 201/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.180, alignment/train=0.0702, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 201/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.146, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 202/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.146, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 202/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 203/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.176, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 203/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.172, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 204/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.172, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  43%|████▎     | 204/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.150, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▎     | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▎     | 205/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.182, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▍     | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.182, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▍     | 206/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0649, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▍     | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.180, alignment/train=0.0649, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▍     | 207/469 [00:19<00:25, 10.41it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.151, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.171, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▍     | 209/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.171, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▍     | 209/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▍     | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.177, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▍     | 210/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.153, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▍     | 211/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.153, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▍     | 211/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.158, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▌     | 212/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.158, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▌     | 212/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.188, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▌     | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.188, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  45%|████▌     | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▌     | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▌     | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▌     | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.162, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▌     | 215/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.154, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▌     | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.154, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▌     | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▋     | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0936, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▋     | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.154, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▋     | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  46%|████▋     | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 219/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.148, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 219/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.142, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 220/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.142, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 221/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.179, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 221/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.177, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.177, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  47%|████▋     | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 223/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.159, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.159, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 224/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.145, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 225/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.145, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 225/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.168, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 226/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.168, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 226/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  48%|████▊     | 227/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.147, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▊     | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.147, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▊     | 228/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.154, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 229/469 [00:21<00:22, 10.44it/s, v_num=9, loss/train=0.154, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 229/469 [00:21<00:22, 10.44it/s, v_num=9, loss/train=0.194, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.194, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 230/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 231/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.190, alignment/train=0.0748, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 231/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.144, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.144, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  49%|████▉     | 232/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|████▉     | 233/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.175, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|████▉     | 233/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|████▉     | 234/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|████▉     | 234/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|█████     | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.164, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|█████     | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.198, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|█████     | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.198, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  50%|█████     | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.187, alignment/train=0.0914, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.136, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.136, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.169, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 239/469 [00:22<00:21, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████     | 240/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  51%|█████▏    | 241/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.183, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 242/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.183, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 242/469 [00:23<00:21, 10.47it/s, v_num=9, loss/train=0.205, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.205, alignment/train=0.0891, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.185, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 244/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.175, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0722, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 245/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.181, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.181, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  52%|█████▏    | 246/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.164, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.164, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.161, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▎    | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▎    | 251/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.151, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▎    | 252/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.151, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▎    | 252/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▍    | 253/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▍    | 253/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▍    | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▍    | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▍    | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.181, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  54%|█████▍    | 255/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▍    | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▍    | 256/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.199, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▍    | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.199, alignment/train=0.0752, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▍    | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.200, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▌    | 258/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.200, alignment/train=0.0886, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▌    | 258/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.176, alignment/train=0.0642, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.176, alignment/train=0.0642, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.152, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▌    | 260/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  55%|█████▌    | 260/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.155, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.155, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▌    | 262/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▌    | 262/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▌    | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▌    | 263/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▋    | 264/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.169, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  56%|█████▋    | 264/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.165, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 265/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.207, alignment/train=0.0928, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 266/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.172, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 267/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 268/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 268/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 269/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  57%|█████▋    | 269/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.174, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.192, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.192, alignment/train=0.0913, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 271/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 273/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 273/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.149, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▊    | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▊    | 275/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 276/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 276/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.187, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 278/469 [00:26<00:18, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.189, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.204, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.204, alignment/train=0.0924, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|██████    | 282/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.162, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|██████    | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.162, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  60%|██████    | 283/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.153, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 284/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.153, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 284/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0892, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.166, alignment/train=0.0892, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 285/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.198, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 287/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████    | 287/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████▏   | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.169, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  61%|██████▏   | 288/469 [00:27<00:17, 10.64it/s, v_num=9, loss/train=0.153, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 289/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 289/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 290/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 290/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 291/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.159, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 291/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.185, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  62%|██████▏   | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.173, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 294/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 294/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 295/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 295/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.172, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 296/469 [00:27<00:16, 10.60it/s, v_num=9, loss/train=0.145, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.145, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  63%|██████▎   | 297/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▎   | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▎   | 298/469 [00:28<00:16, 10.62it/s, v_num=9, loss/train=0.162, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 299/469 [00:28<00:16, 10.61it/s, v_num=9, loss/train=0.133, alignment/train=0.0819, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.133, alignment/train=0.0819, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.210, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.210, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 301/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 302/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0893, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  64%|██████▍   | 302/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▍   | 303/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0848, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▍   | 303/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.181, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▌   | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▌   | 305/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▌   | 306/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▌   | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.177, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▌   | 308/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▌   | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.173, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▌   | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.226, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▌   | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.226, alignment/train=0.0874, uniformity/train=-3.52, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▌   | 310/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0834, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▋   | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.174, alignment/train=0.0834, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  66%|██████▋   | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 312/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 312/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.170, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 313/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.170, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 313/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.139, alignment/train=0.0708, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.139, alignment/train=0.0708, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 314/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.152, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.152, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 315/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.147, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  67%|██████▋   | 316/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.149, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.149, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.199, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 320/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  68%|██████▊   | 321/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0855, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▊   | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0855, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▊   | 322/469 [00:30<00:13, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▉   | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▉   | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▉   | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.189, alignment/train=0.0826, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▉   | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▉   | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  69%|██████▉   | 325/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|██████▉   | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|██████▉   | 326/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|██████▉   | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|██████▉   | 327/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|██████▉   | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|██████▉   | 328/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|███████   | 329/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|███████   | 329/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|███████   | 330/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  70%|███████   | 330/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.189, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.189, alignment/train=0.0851, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.142, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.142, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 332/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 333/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.191, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 333/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 334/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.173, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████   | 334/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.193, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████▏  | 335/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.193, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  71%|███████▏  | 335/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.208, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 336/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.208, alignment/train=0.0924, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 336/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 337/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 338/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.197, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.155, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 343/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.164, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 346/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.208, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 348/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.208, alignment/train=0.0927, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 348/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  74%|███████▍  | 349/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▍  | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0738, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▍  | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▍  | 351/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▍  | 351/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▌  | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▌  | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▌  | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▌  | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▌  | 355/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.148, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▌  | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▌  | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.216, alignment/train=0.0972, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.216, alignment/train=0.0972, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▋  | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  76%|███████▋  | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 361/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.198, alignment/train=0.0783, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 362/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  77%|███████▋  | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 364/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.147, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 365/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.179, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 368/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  78%|███████▊  | 368/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▉  | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▉  | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▉  | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.185, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▉  | 371/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▉  | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  79%|███████▉  | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|███████▉  | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.177, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|███████▉  | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|███████▉  | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|███████▉  | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|███████▉  | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|███████▉  | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0626, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|████████  | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0626, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|████████  | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|████████  | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  80%|████████  | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.187, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0777, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 378/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 379/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 380/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████  | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.198, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.198, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 383/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.196, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.196, alignment/train=0.0898, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 385/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 385/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.167, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 387/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0856, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 387/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 388/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 388/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 389/469 [00:36<00:07, 10.76it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  83%|████████▎ | 391/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.139, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 394/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.139, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 394/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.170, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.185, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▍ | 398/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0857, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▌ | 400/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  85%|████████▌ | 400/469 [00:37<00:06, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.199, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.199, alignment/train=0.0747, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▌ | 404/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0832, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0836, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 411/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.186, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 411/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 412/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 412/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 413/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.183, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.183, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0864, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▉ | 418/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.149, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.149, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|████████▉ | 420/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|████████▉ | 421/469 [00:38<00:04, 10.84it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|█████████ | 423/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.188, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|█████████ | 423/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.0828, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.200, alignment/train=0.0751, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.200, alignment/train=0.0751, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.196, alignment/train=0.0896, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.145, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.145, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████ | 427/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.173, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.150, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.150, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.198, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.198, alignment/train=0.0866, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 431/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.182, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 432/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.169, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.169, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.204, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.204, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 436/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 436/469 [00:40<00:03, 10.85it/s, v_num=9, loss/train=0.139, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 437/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.139, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 437/469 [00:40<00:02, 10.86it/s, v_num=9, loss/train=0.204, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.204, alignment/train=0.0892, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  93%|█████████▎| 438/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 441/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  94%|█████████▍| 443/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.191, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▍| 444/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.161, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0894, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.151, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 448/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.176, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 449/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 450/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 450/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.139, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 451/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.139, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▌| 451/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▋| 452/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.171, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  96%|█████████▋| 452/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.180, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 453/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.180, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 453/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.155, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 454/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.155, alignment/train=0.0761, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 454/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 455/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 455/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.153, alignment/train=0.0657, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 456/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.153, alignment/train=0.0657, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 456/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.167, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 457/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.167, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  97%|█████████▋| 457/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.198, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 458/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.198, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 458/469 [00:41<00:01, 10.97it/s, v_num=9, loss/train=0.158, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 459/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.158, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 459/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.192, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 460/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.192, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 460/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 461/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.151, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  98%|█████████▊| 461/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.176, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▊| 462/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.176, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▊| 462/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.159, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▊| 463/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.159, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▊| 463/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▉| 464/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.172, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▉| 464/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.180, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▉| 465/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.164, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▉| 466/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.164, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23:  99%|█████████▉| 466/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 467/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 467/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.186, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 468/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.186, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|█████████▉| 468/469 [00:42<00:00, 11.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|██████████| 469/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.152, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]
Epoch 23: 100%|██████████| 469/469 [00:42<00:00, 11.13it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.375, alignment/val=0.0795, uniformity/val=-3.66, contrastive_acc/val=0.957]

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Epoch 23: 100%|██████████| 469/469 [00:49<00:00,  9.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 23: 100%|██████████| 469/469 [00:49<00:00,  9.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 23:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   0%|          | 1/469 [00:01<12:21,  0.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0919, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   0%|          | 1/469 [00:01<12:22,  0.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   0%|          | 2/469 [00:01<06:23,  1.22it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   0%|          | 2/469 [00:01<06:23,  1.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|          | 3/469 [00:01<04:23,  1.77it/s, v_num=9, loss/train=0.163, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|          | 3/469 [00:01<04:23,  1.77it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|          | 4/469 [00:01<03:29,  2.22it/s, v_num=9, loss/train=0.164, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|          | 4/469 [00:01<03:29,  2.22it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|          | 5/469 [00:01<02:57,  2.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|          | 5/469 [00:01<02:58,  2.61it/s, v_num=9, loss/train=0.192, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|▏         | 6/469 [00:02<02:37,  2.93it/s, v_num=9, loss/train=0.192, alignment/train=0.0759, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|▏         | 6/469 [00:02<02:37,  2.93it/s, v_num=9, loss/train=0.202, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|▏         | 7/469 [00:02<02:18,  3.33it/s, v_num=9, loss/train=0.202, alignment/train=0.0799, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   1%|▏         | 7/469 [00:02<02:18,  3.33it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 8/469 [00:02<02:06,  3.65it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 8/469 [00:02<02:06,  3.65it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 9/469 [00:02<01:54,  4.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 9/469 [00:02<01:54,  4.00it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 10/469 [00:02<01:46,  4.31it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 10/469 [00:02<01:46,  4.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 11/469 [00:02<01:42,  4.46it/s, v_num=9, loss/train=0.185, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   2%|▏         | 11/469 [00:02<01:42,  4.46it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 12/469 [00:02<01:37,  4.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 12/469 [00:02<01:37,  4.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 13/469 [00:02<01:31,  4.99it/s, v_num=9, loss/train=0.175, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 13/469 [00:02<01:31,  4.99it/s, v_num=9, loss/train=0.147, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 14/469 [00:02<01:27,  5.21it/s, v_num=9, loss/train=0.147, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 14/469 [00:02<01:27,  5.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 15/469 [00:02<01:23,  5.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 15/469 [00:02<01:23,  5.44it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 16/469 [00:02<01:20,  5.62it/s, v_num=9, loss/train=0.204, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   3%|▎         | 16/469 [00:02<01:20,  5.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▎         | 17/469 [00:02<01:17,  5.85it/s, v_num=9, loss/train=0.178, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▎         | 17/469 [00:02<01:17,  5.84it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 18/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.215, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 18/469 [00:03<01:18,  5.74it/s, v_num=9, loss/train=0.139, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 19/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.139, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 19/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.162, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 20/469 [00:03<01:12,  6.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 20/469 [00:03<01:12,  6.15it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 21/469 [00:03<01:10,  6.35it/s, v_num=9, loss/train=0.193, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   4%|▍         | 21/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▍         | 22/469 [00:03<01:09,  6.42it/s, v_num=9, loss/train=0.178, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▍         | 22/469 [00:03<01:09,  6.42it/s, v_num=9, loss/train=0.148, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▍         | 23/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.148, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▍         | 23/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▌         | 24/469 [00:03<01:07,  6.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▌         | 24/469 [00:03<01:07,  6.63it/s, v_num=9, loss/train=0.153, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▌         | 25/469 [00:03<01:05,  6.80it/s, v_num=9, loss/train=0.153, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   5%|▌         | 25/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 26/469 [00:03<01:03,  6.96it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 26/469 [00:03<01:03,  6.95it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 27/469 [00:03<01:04,  6.89it/s, v_num=9, loss/train=0.157, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 27/469 [00:03<01:04,  6.89it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 28/469 [00:04<01:03,  6.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 28/469 [00:04<01:03,  6.91it/s, v_num=9, loss/train=0.140, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 29/469 [00:04<01:02,  7.07it/s, v_num=9, loss/train=0.140, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▌         | 29/469 [00:04<01:02,  7.07it/s, v_num=9, loss/train=0.167, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▋         | 30/469 [00:04<01:01,  7.19it/s, v_num=9, loss/train=0.167, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   6%|▋         | 30/469 [00:04<01:01,  7.19it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 31/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.168, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 31/469 [00:04<01:00,  7.27it/s, v_num=9, loss/train=0.204, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 32/469 [00:04<00:59,  7.34it/s, v_num=9, loss/train=0.204, alignment/train=0.0763, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 32/469 [00:04<00:59,  7.34it/s, v_num=9, loss/train=0.190, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 33/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.190, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 33/469 [00:04<00:58,  7.41it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 34/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 34/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 35/469 [00:04<00:57,  7.60it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   7%|▋         | 35/469 [00:04<00:57,  7.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 36/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 36/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 37/469 [00:04<00:55,  7.74it/s, v_num=9, loss/train=0.191, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 37/469 [00:04<00:55,  7.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 38/469 [00:04<00:55,  7.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 38/469 [00:04<00:55,  7.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 39/469 [00:04<00:55,  7.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   8%|▊         | 39/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▊         | 40/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.194, alignment/train=0.0842, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▊         | 40/469 [00:05<00:54,  7.89it/s, v_num=9, loss/train=0.150, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▊         | 41/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.150, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▊         | 41/469 [00:05<00:54,  7.93it/s, v_num=9, loss/train=0.154, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▉         | 42/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.154, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▉         | 42/469 [00:05<00:53,  8.03it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▉         | 43/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.165, alignment/train=0.0848, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▉         | 43/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.174, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▉         | 44/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.174, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   9%|▉         | 44/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|▉         | 45/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|▉         | 45/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.143, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|▉         | 46/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.143, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|▉         | 46/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|█         | 47/469 [00:05<00:51,  8.25it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|█         | 47/469 [00:05<00:51,  8.25it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|█         | 48/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.180, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|█         | 48/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.167, alignment/train=0.0915, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|█         | 49/469 [00:05<00:49,  8.41it/s, v_num=9, loss/train=0.167, alignment/train=0.0915, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  10%|█         | 49/469 [00:05<00:49,  8.41it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█         | 50/469 [00:05<00:49,  8.47it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█         | 50/469 [00:05<00:49,  8.47it/s, v_num=9, loss/train=0.149, alignment/train=0.068, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█         | 51/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.149, alignment/train=0.068, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█         | 51/469 [00:06<00:49,  8.45it/s, v_num=9, loss/train=0.163, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█         | 52/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.163, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█         | 52/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█▏        | 53/469 [00:06<00:48,  8.62it/s, v_num=9, loss/train=0.185, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  11%|█▏        | 53/469 [00:06<00:48,  8.61it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 54/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 54/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 55/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 55/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 56/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 56/469 [00:06<00:47,  8.72it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 57/469 [00:06<00:47,  8.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 57/469 [00:06<00:47,  8.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 58/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  12%|█▏        | 58/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 59/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 59/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.176, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 60/469 [00:06<00:46,  8.83it/s, v_num=9, loss/train=0.176, alignment/train=0.0902, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 60/469 [00:06<00:46,  8.83it/s, v_num=9, loss/train=0.151, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 61/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 61/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.164, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.164, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 63/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.176, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  13%|█▎        | 63/469 [00:07<00:45,  8.88it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▎        | 64/469 [00:07<00:45,  8.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▎        | 64/469 [00:07<00:45,  8.95it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 65/469 [00:07<00:45,  8.97it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 65/469 [00:07<00:45,  8.97it/s, v_num=9, loss/train=0.180, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 66/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.180, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 66/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.182, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 67/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.182, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 67/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▍        | 69/469 [00:07<00:44,  9.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▍        | 69/469 [00:07<00:44,  9.07it/s, v_num=9, loss/train=0.133, alignment/train=0.0667, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▍        | 70/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.133, alignment/train=0.0667, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▍        | 70/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.214, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▌        | 71/469 [00:07<00:43,  9.13it/s, v_num=9, loss/train=0.214, alignment/train=0.0869, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▌        | 71/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.147, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▌        | 72/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.147, alignment/train=0.0691, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  15%|█▌        | 72/469 [00:07<00:43,  9.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 73/469 [00:07<00:43,  9.16it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 73/469 [00:07<00:43,  9.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 74/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.160, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 74/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.165, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 75/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.165, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 75/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.158, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 76/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.158, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▌        | 76/469 [00:08<00:42,  9.24it/s, v_num=9, loss/train=0.142, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▋        | 77/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.142, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  16%|█▋        | 77/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 78/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 78/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.182, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 79/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.182, alignment/train=0.0844, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 79/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 80/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.154, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 80/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.160, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 81/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 81/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.191, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 82/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.191, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  17%|█▋        | 82/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.144, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 83/469 [00:08<00:41,  9.40it/s, v_num=9, loss/train=0.144, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 83/469 [00:08<00:41,  9.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 84/469 [00:08<00:40,  9.40it/s, v_num=9, loss/train=0.205, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 84/469 [00:08<00:40,  9.40it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 85/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 85/469 [00:09<00:40,  9.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 86/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  18%|█▊        | 86/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▊        | 87/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▊        | 87/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 88/469 [00:09<00:40,  9.52it/s, v_num=9, loss/train=0.154, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 88/469 [00:09<00:40,  9.52it/s, v_num=9, loss/train=0.152, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 89/469 [00:09<00:39,  9.57it/s, v_num=9, loss/train=0.152, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 89/469 [00:09<00:39,  9.57it/s, v_num=9, loss/train=0.152, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 90/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.152, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 90/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 91/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  19%|█▉        | 91/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|█▉        | 92/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.190, alignment/train=0.0736, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|█▉        | 92/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|█▉        | 93/469 [00:09<00:39,  9.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|█▉        | 93/469 [00:09<00:39,  9.58it/s, v_num=9, loss/train=0.146, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|██        | 94/469 [00:09<00:38,  9.63it/s, v_num=9, loss/train=0.146, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|██        | 94/469 [00:09<00:38,  9.63it/s, v_num=9, loss/train=0.187, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|██        | 95/469 [00:09<00:38,  9.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|██        | 95/469 [00:09<00:38,  9.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|██        | 96/469 [00:09<00:38,  9.66it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  20%|██        | 96/469 [00:09<00:38,  9.66it/s, v_num=9, loss/train=0.149, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██        | 97/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.149, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██        | 97/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██        | 98/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██        | 98/469 [00:10<00:38,  9.58it/s, v_num=9, loss/train=0.139, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██        | 99/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.139, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██        | 99/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.189, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██▏       | 100/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.189, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  21%|██▏       | 100/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.184, alignment/train=0.0677, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 101/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0677, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 101/469 [00:10<00:38,  9.62it/s, v_num=9, loss/train=0.158, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 102/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0869, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 102/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 103/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 103/469 [00:10<00:37,  9.67it/s, v_num=9, loss/train=0.198, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 104/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.198, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 104/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0877, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 105/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0877, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  22%|██▏       | 105/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 106/469 [00:10<00:37,  9.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 106/469 [00:10<00:37,  9.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 107/469 [00:10<00:37,  9.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 107/469 [00:10<00:37,  9.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 108/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 108/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.151, alignment/train=0.0656, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 109/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.151, alignment/train=0.0656, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 109/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 110/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.170, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  23%|██▎       | 110/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▎       | 111/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.183, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▎       | 111/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▍       | 112/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▍       | 112/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.213, alignment/train=0.0977, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▍       | 113/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.213, alignment/train=0.0977, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▍       | 113/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▍       | 114/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  24%|██▍       | 114/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.127, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▍       | 115/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.127, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▍       | 115/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▍       | 116/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▍       | 116/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▍       | 117/469 [00:11<00:35,  9.83it/s, v_num=9, loss/train=0.184, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▍       | 117/469 [00:11<00:35,  9.82it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▌       | 118/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▌       | 118/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.211, alignment/train=0.0984, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▌       | 119/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.211, alignment/train=0.0984, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  25%|██▌       | 119/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.144, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 120/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.144, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 120/469 [00:12<00:35,  9.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 121/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 121/469 [00:12<00:35,  9.87it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 122/469 [00:12<00:35,  9.91it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 122/469 [00:12<00:35,  9.91it/s, v_num=9, loss/train=0.180, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 123/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.180, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▌       | 123/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▋       | 124/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.178, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  26%|██▋       | 124/469 [00:12<00:34,  9.89it/s, v_num=9, loss/train=0.166, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 125/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.166, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 125/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.136, alignment/train=0.0732, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 126/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.136, alignment/train=0.0732, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 126/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 127/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 127/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.184, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 128/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.184, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  27%|██▋       | 128/469 [00:12<00:34,  9.92it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 129/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.193, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 129/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 130/469 [00:13<00:34,  9.96it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 130/469 [00:13<00:34,  9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 131/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 131/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 132/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 132/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.160, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.160, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  28%|██▊       | 133/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▊       | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.161, alignment/train=0.0684, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▊       | 134/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.190, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.190, alignment/train=0.0809, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 135/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 136/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.153, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 136/469 [00:13<00:33,  9.97it/s, v_num=9, loss/train=0.181, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.181, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 137/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 138/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  29%|██▉       | 138/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.153, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|██▉       | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.153, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|██▉       | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|██▉       | 140/469 [00:13<00:32, 10.03it/s, v_num=9, loss/train=0.144, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.144, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|███       | 141/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|███       | 142/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|███       | 142/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.144, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|███       | 143/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.144, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  30%|███       | 143/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███       | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███       | 144/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.168, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███       | 145/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███       | 146/469 [00:14<00:32, 10.09it/s, v_num=9, loss/train=0.176, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███       | 146/469 [00:14<00:32, 10.08it/s, v_num=9, loss/train=0.203, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███▏      | 147/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.203, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  31%|███▏      | 147/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.193, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 148/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.193, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 148/469 [00:14<00:31, 10.11it/s, v_num=9, loss/train=0.216, alignment/train=0.0967, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 149/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.216, alignment/train=0.0967, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 149/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.168, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.168, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0917, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 151/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0917, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 151/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.149, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.149, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  32%|███▏      | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.135, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.135, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 153/469 [00:15<00:31, 10.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 154/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.162, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 154/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.169, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.169, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.155, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.169, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 157/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.169, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  33%|███▎      | 157/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▎      | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.172, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▎      | 158/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▍      | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.170, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▍      | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.149, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▍      | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.149, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▍      | 160/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.155, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▍      | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.155, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  34%|███▍      | 161/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▍      | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▍      | 162/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.165, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▍      | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.165, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▍      | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.170, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▍      | 164/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.170, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▍      | 164/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.218, alignment/train=0.0945, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▌      | 165/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.218, alignment/train=0.0945, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▌      | 165/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.156, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▌      | 166/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.156, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  35%|███▌      | 166/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.161, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.161, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.252, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 168/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.252, alignment/train=0.097, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 168/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.181, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 169/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.149, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▌      | 170/469 [00:16<00:29, 10.23it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▋      | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.144, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  36%|███▋      | 171/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.154, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.154, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 172/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.196, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 173/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.196, alignment/train=0.0878, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 173/469 [00:16<00:28, 10.27it/s, v_num=9, loss/train=0.180, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 174/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 174/469 [00:16<00:28, 10.26it/s, v_num=9, loss/train=0.154, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.154, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  37%|███▋      | 175/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 176/469 [00:17<00:28, 10.26it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 177/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.180, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 177/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.159, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 178/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.161, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.154, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 180/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.154, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  38%|███▊      | 180/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▊      | 181/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▊      | 181/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 182/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 183/469 [00:17<00:27, 10.30it/s, v_num=9, loss/train=0.187, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.187, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  39%|███▉      | 185/469 [00:17<00:27, 10.29it/s, v_num=9, loss/train=0.170, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|███▉      | 186/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.170, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|███▉      | 186/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|███▉      | 187/469 [00:18<00:27, 10.34it/s, v_num=9, loss/train=0.181, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|███▉      | 187/469 [00:18<00:27, 10.34it/s, v_num=9, loss/train=0.156, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|████      | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.156, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|████      | 188/469 [00:18<00:27, 10.33it/s, v_num=9, loss/train=0.172, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|████      | 189/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.172, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  40%|████      | 189/469 [00:18<00:27, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.184, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 190/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.155, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.155, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 191/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.142, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.142, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 192/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.145, alignment/train=0.0673, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.145, alignment/train=0.0673, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████      | 193/469 [00:18<00:26, 10.34it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████▏     | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  41%|████▏     | 194/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.187, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 195/469 [00:18<00:26, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 196/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 196/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 197/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 197/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 198/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.176, alignment/train=0.0757, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  42%|████▏     | 199/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 200/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0903, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 201/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.176, alignment/train=0.0903, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 201/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.146, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 202/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.155, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.155, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.162, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  43%|████▎     | 204/469 [00:19<00:25, 10.37it/s, v_num=9, loss/train=0.153, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▎     | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.153, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▎     | 205/469 [00:19<00:25, 10.39it/s, v_num=9, loss/train=0.145, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▍     | 206/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.145, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▍     | 206/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▍     | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.167, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▍     | 207/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.162, alignment/train=0.0731, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  44%|████▍     | 208/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▍     | 209/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.177, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▍     | 209/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.216, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▍     | 210/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.216, alignment/train=0.0806, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▍     | 210/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.148, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▍     | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.148, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▍     | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▌     | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.136, alignment/train=0.0652, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▌     | 212/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▌     | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.162, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  45%|████▌     | 213/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▌     | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▌     | 214/469 [00:20<00:24, 10.41it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▌     | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.204, alignment/train=0.0795, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▌     | 215/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▌     | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.170, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▌     | 216/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.171, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▋     | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.171, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▋     | 217/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.209, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  46%|████▋     | 218/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 219/469 [00:20<00:23, 10.44it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 221/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.198, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  47%|████▋     | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.177, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.177, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0846, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 224/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.181, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.181, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 225/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.148, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.148, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 226/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  48%|████▊     | 227/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▊     | 228/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.195, alignment/train=0.0814, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▊     | 228/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.203, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.203, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 229/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 230/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 230/469 [00:21<00:22, 10.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 231/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 231/469 [00:22<00:22, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.173, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  49%|████▉     | 232/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.145, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|████▉     | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.145, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|████▉     | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.165, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|████▉     | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|████▉     | 234/469 [00:22<00:22, 10.49it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|█████     | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.208, alignment/train=0.0868, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|█████     | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.147, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|█████     | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  50%|█████     | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0628, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.147, alignment/train=0.0628, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 237/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.172, alignment/train=0.0701, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 238/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.161, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 239/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 239/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.210, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 240/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.210, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████     | 240/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.167, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████▏    | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.167, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  51%|█████▏    | 241/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.145, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 242/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.145, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 242/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 243/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.147, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.147, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 244/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 245/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.150, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  52%|█████▏    | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 247/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 248/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 248/469 [00:23<00:21, 10.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.163, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.139, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.139, alignment/train=0.0715, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  53%|█████▎    | 250/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▎    | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.160, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▎    | 251/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▎    | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▎    | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.157, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▍    | 253/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▍    | 253/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.136, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▍    | 254/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.136, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▍    | 254/469 [00:24<00:20, 10.57it/s, v_num=9, loss/train=0.170, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▍    | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.170, alignment/train=0.0844, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  54%|█████▍    | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.221, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▍    | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.221, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▍    | 256/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▍    | 257/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.173, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▍    | 257/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.169, alignment/train=0.0907, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▌    | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0907, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▌    | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▌    | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  55%|█████▌    | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▌    | 261/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.154, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▌    | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.154, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▌    | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▌    | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▌    | 263/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▋    | 264/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.162, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  56%|█████▋    | 264/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.188, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 265/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.188, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 265/469 [00:25<00:19, 10.58it/s, v_num=9, loss/train=0.159, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.159, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.142, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.142, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 267/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.178, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.178, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 268/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.177, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 269/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.177, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  57%|█████▋    | 269/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.183, alignment/train=0.078, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.207, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.207, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.161, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.161, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 273/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.157, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.157, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  58%|█████▊    | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▊    | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▊    | 275/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.171, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 278/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  59%|█████▉    | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.164, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|█████▉    | 280/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.171, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|█████▉    | 281/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.171, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|█████▉    | 281/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.154, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|██████    | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  60%|██████    | 283/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0905, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0905, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 284/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 285/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 286/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.195, alignment/train=0.078, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.188, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 289/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.168, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 289/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 290/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.193, alignment/train=0.0855, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 291/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.193, alignment/train=0.0855, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 291/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.152, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.152, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 292/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.163, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.163, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  62%|██████▏   | 293/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.137, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.137, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.199, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.199, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 296/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  63%|██████▎   | 297/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▎   | 298/469 [00:28<00:16, 10.63it/s, v_num=9, loss/train=0.180, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▎   | 298/469 [00:28<00:16, 10.63it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 300/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.199, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 300/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.195, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.195, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  64%|██████▍   | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▍   | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▍   | 303/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▍   | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.188, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▍   | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▌   | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▌   | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▌   | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▌   | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.196, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  65%|██████▌   | 307/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▌   | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▌   | 308/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.151, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▌   | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.151, alignment/train=0.0805, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▌   | 309/469 [00:29<00:15, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▌   | 310/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.155, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▌   | 310/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  66%|██████▋   | 311/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.184, alignment/train=0.0853, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 312/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.159, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.159, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.159, alignment/train=0.0675, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 315/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  67%|██████▋   | 316/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.175, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 317/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.182, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 318/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.176, alignment/train=0.0908, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0908, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 319/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 320/469 [00:29<00:13, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0873, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  68%|██████▊   | 321/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▊   | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▊   | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▉   | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.187, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▉   | 323/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▉   | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.163, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▉   | 324/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▉   | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  69%|██████▉   | 325/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.162, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|██████▉   | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|██████▉   | 326/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.188, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|██████▉   | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|██████▉   | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|██████▉   | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|██████▉   | 328/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.205, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 331/469 [00:30<00:12, 10.69it/s, v_num=9, loss/train=0.143, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 331/469 [00:30<00:12, 10.69it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 332/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 332/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 333/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.143, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 334/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.143, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████   | 334/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.167, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████▏  | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.167, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  71%|███████▏  | 335/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.134, alignment/train=0.0706, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.134, alignment/train=0.0706, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 336/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.158, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 337/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 338/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 339/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 339/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  72%|███████▏  | 340/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0952, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0952, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 342/469 [00:31<00:11, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.199, alignment/train=0.0796, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.173, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 344/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  73%|███████▎  | 344/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▎  | 345/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 346/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 347/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.127, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.127, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 349/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  74%|███████▍  | 349/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.136, alignment/train=0.0674, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▍  | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.136, alignment/train=0.0674, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▍  | 350/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.185, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▍  | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.185, alignment/train=0.0815, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▍  | 351/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▌  | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▌  | 352/469 [00:32<00:10, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▌  | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▌  | 353/469 [00:32<00:10, 10.71it/s, v_num=9, loss/train=0.202, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.202, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▌  | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▌  | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▌  | 357/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▌  | 357/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  76%|███████▋  | 358/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.133, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.133, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.198, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.198, alignment/train=0.0876, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  77%|███████▋  | 363/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 364/469 [00:33<00:09, 10.73it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 365/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0744, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 365/469 [00:33<00:09, 10.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 366/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 367/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.173, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  78%|███████▊  | 368/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▊  | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▊  | 369/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.169, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▉  | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▉  | 370/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▉  | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▉  | 371/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▉  | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  79%|███████▉  | 372/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|███████▉  | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0873, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|███████▉  | 373/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|███████▉  | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0671, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|███████▉  | 374/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.190, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|███████▉  | 375/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.190, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|███████▉  | 375/469 [00:34<00:08, 10.75it/s, v_num=9, loss/train=0.169, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|████████  | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|████████  | 376/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|████████  | 377/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.165, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  80%|████████  | 377/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0689, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 378/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0669, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.146, alignment/train=0.0705, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.146, alignment/train=0.0705, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0667, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.147, alignment/train=0.0667, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████  | 381/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  81%|████████▏ | 382/469 [00:35<00:08, 10.76it/s, v_num=9, loss/train=0.171, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.171, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 383/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 384/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 384/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.180, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0918, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 385/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.159, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  82%|████████▏ | 386/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0842, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 388/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 388/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.146, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.146, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 389/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.184, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 390/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.153, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.153, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.205, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▎ | 392/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 393/469 [00:36<00:07, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.0818, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 394/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.206, alignment/train=0.0842, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 395/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  84%|████████▍ | 396/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.154, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▍ | 397/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.154, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▍ | 397/469 [00:36<00:06, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▍ | 398/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.170, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▍ | 398/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.165, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▌ | 399/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 401/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 402/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.190, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.190, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 403/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▌ | 404/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  86%|████████▋ | 405/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 406/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 407/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0607, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0607, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.154, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0673, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0673, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.159, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.159, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 414/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▊ | 416/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▊ | 416/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.139, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▉ | 418/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.139, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▉ | 418/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▉ | 419/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.189, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  89%|████████▉ | 419/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0896, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|████████▉ | 422/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|████████▉ | 422/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|█████████ | 423/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.224, alignment/train=0.0913, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|█████████ | 423/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.216, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.216, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.151, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.151, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.182, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████ | 426/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████ | 427/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.172, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.172, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████▏| 428/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  91%|█████████▏| 429/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.193, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 430/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.149, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.163, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 432/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.209, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.209, alignment/train=0.0782, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  92%|█████████▏| 433/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.197, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.197, alignment/train=0.090, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 434/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.178, alignment/train=0.0931, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0931, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▎| 439/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▎| 439/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.164, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 440/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.151, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.188, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.188, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 442/469 [00:40<00:02, 10.85it/s, v_num=9, loss/train=0.175, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0803, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.154, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.154, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▍| 444/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.205, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.205, alignment/train=0.0766, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.202, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▌| 447/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.202, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  95%|█████████▌| 447/469 [00:41<00:02, 10.83it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.219, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 448/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.132, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.132, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.149, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.149, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.173, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.173, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.137, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.137, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.166, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.179, alignment/train=0.0803, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.142, alignment/train=0.0637, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.142, alignment/train=0.0637, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.177, alignment/train=0.0951, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.177, alignment/train=0.0951, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.155, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.155, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.167, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.167, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.171, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.130, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.205, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.205, alignment/train=0.0739, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.193, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.168, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:  99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.179, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.164, alignment/train=0.0879, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.371, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]

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Validation DataLoader 0:  92%|█████████▏| 73/79 [00:04<00:00, 15.11it/s]

Validation DataLoader 0:  94%|█████████▎| 74/79 [00:04<00:00, 15.29it/s]

Validation DataLoader 0:  95%|█████████▍| 75/79 [00:04<00:00, 15.46it/s]

Validation DataLoader 0:  96%|█████████▌| 76/79 [00:04<00:00, 15.63it/s]

Validation DataLoader 0:  97%|█████████▋| 77/79 [00:04<00:00, 15.80it/s]

Validation DataLoader 0:  99%|█████████▊| 78/79 [00:04<00:00, 15.98it/s]

Validation DataLoader 0: 100%|██████████| 79/79 [00:04<00:00, 16.16it/s]


Epoch 24: 100%|██████████| 469/469 [00:47<00:00,  9.78it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24: 100%|██████████| 469/469 [00:47<00:00,  9.78it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 24:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   0%|          | 1/469 [00:01<11:37,  0.67it/s, v_num=9, loss/train=0.134, alignment/train=0.0745, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   0%|          | 1/469 [00:01<11:38,  0.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   0%|          | 2/469 [00:01<06:39,  1.17it/s, v_num=9, loss/train=0.166, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   0%|          | 2/469 [00:01<06:39,  1.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|          | 3/469 [00:01<04:35,  1.69it/s, v_num=9, loss/train=0.163, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|          | 3/469 [00:01<04:35,  1.69it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|          | 4/469 [00:01<03:34,  2.17it/s, v_num=9, loss/train=0.178, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|          | 4/469 [00:01<03:34,  2.17it/s, v_num=9, loss/train=0.175, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|          | 5/469 [00:01<03:02,  2.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|          | 5/469 [00:01<03:02,  2.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|▏         | 6/469 [00:02<02:38,  2.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|▏         | 6/469 [00:02<02:38,  2.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|▏         | 7/469 [00:02<02:19,  3.32it/s, v_num=9, loss/train=0.167, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   1%|▏         | 7/469 [00:02<02:19,  3.31it/s, v_num=9, loss/train=0.168, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 8/469 [00:02<02:07,  3.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 8/469 [00:02<02:08,  3.60it/s, v_num=9, loss/train=0.150, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 9/469 [00:02<01:57,  3.93it/s, v_num=9, loss/train=0.150, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 9/469 [00:02<01:57,  3.93it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 10/469 [00:02<01:49,  4.21it/s, v_num=9, loss/train=0.166, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 10/469 [00:02<01:49,  4.21it/s, v_num=9, loss/train=0.173, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 11/469 [00:02<01:43,  4.43it/s, v_num=9, loss/train=0.173, alignment/train=0.0906, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   2%|▏         | 11/469 [00:02<01:43,  4.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 12/469 [00:02<01:36,  4.73it/s, v_num=9, loss/train=0.161, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 12/469 [00:02<01:36,  4.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 13/469 [00:02<01:31,  5.00it/s, v_num=9, loss/train=0.181, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 13/469 [00:02<01:31,  5.00it/s, v_num=9, loss/train=0.148, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 14/469 [00:02<01:29,  5.10it/s, v_num=9, loss/train=0.148, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 14/469 [00:02<01:29,  5.10it/s, v_num=9, loss/train=0.168, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 15/469 [00:02<01:25,  5.33it/s, v_num=9, loss/train=0.168, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 15/469 [00:02<01:25,  5.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 16/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   3%|▎         | 16/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▎         | 17/469 [00:02<01:19,  5.69it/s, v_num=9, loss/train=0.161, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▎         | 17/469 [00:02<01:19,  5.69it/s, v_num=9, loss/train=0.154, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 18/469 [00:03<01:17,  5.85it/s, v_num=9, loss/train=0.154, alignment/train=0.0684, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 18/469 [00:03<01:17,  5.84it/s, v_num=9, loss/train=0.148, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 19/469 [00:03<01:14,  6.06it/s, v_num=9, loss/train=0.148, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 19/469 [00:03<01:14,  6.06it/s, v_num=9, loss/train=0.140, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 20/469 [00:03<01:12,  6.17it/s, v_num=9, loss/train=0.140, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 20/469 [00:03<01:12,  6.17it/s, v_num=9, loss/train=0.162, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 21/469 [00:03<01:10,  6.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   4%|▍         | 21/469 [00:03<01:10,  6.37it/s, v_num=9, loss/train=0.183, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▍         | 22/469 [00:03<01:08,  6.56it/s, v_num=9, loss/train=0.183, alignment/train=0.0928, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▍         | 22/469 [00:03<01:08,  6.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▍         | 23/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▍         | 23/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.164, alignment/train=0.069, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▌         | 24/469 [00:03<01:06,  6.68it/s, v_num=9, loss/train=0.164, alignment/train=0.069, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▌         | 24/469 [00:03<01:06,  6.68it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▌         | 25/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0874, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   5%|▌         | 25/469 [00:03<01:05,  6.79it/s, v_num=9, loss/train=0.195, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 26/469 [00:03<01:03,  6.95it/s, v_num=9, loss/train=0.195, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 26/469 [00:03<01:03,  6.95it/s, v_num=9, loss/train=0.191, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 27/469 [00:03<01:02,  7.10it/s, v_num=9, loss/train=0.191, alignment/train=0.0845, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 27/469 [00:03<01:02,  7.10it/s, v_num=9, loss/train=0.163, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 28/469 [00:03<01:01,  7.17it/s, v_num=9, loss/train=0.163, alignment/train=0.0838, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 28/469 [00:03<01:01,  7.16it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 29/469 [00:04<01:01,  7.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▌         | 29/469 [00:04<01:01,  7.19it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▋         | 30/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   6%|▋         | 30/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.152, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 31/469 [00:04<00:59,  7.40it/s, v_num=9, loss/train=0.152, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 31/469 [00:04<00:59,  7.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 32/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.176, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 32/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.138, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 33/469 [00:04<00:57,  7.54it/s, v_num=9, loss/train=0.138, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 33/469 [00:04<00:57,  7.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 34/469 [00:04<00:56,  7.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 34/469 [00:04<00:56,  7.66it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 35/469 [00:04<00:55,  7.79it/s, v_num=9, loss/train=0.193, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   7%|▋         | 35/469 [00:04<00:55,  7.78it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 36/469 [00:04<00:55,  7.76it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 36/469 [00:04<00:55,  7.76it/s, v_num=9, loss/train=0.140, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 37/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.140, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 37/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 38/469 [00:04<00:54,  7.90it/s, v_num=9, loss/train=0.171, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 38/469 [00:04<00:54,  7.90it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 39/469 [00:04<00:53,  7.99it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   8%|▊         | 39/469 [00:04<00:53,  7.99it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▊         | 40/469 [00:04<00:53,  8.05it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▊         | 40/469 [00:04<00:53,  8.05it/s, v_num=9, loss/train=0.154, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▊         | 41/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.154, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▊         | 41/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.170, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▉         | 42/469 [00:05<00:52,  8.18it/s, v_num=9, loss/train=0.170, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▉         | 42/469 [00:05<00:52,  8.18it/s, v_num=9, loss/train=0.176, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▉         | 43/469 [00:05<00:52,  8.15it/s, v_num=9, loss/train=0.176, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▉         | 43/469 [00:05<00:52,  8.15it/s, v_num=9, loss/train=0.163, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▉         | 44/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.163, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:   9%|▉         | 44/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|▉         | 45/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.176, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|▉         | 45/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.143, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|▉         | 46/469 [00:05<00:50,  8.35it/s, v_num=9, loss/train=0.143, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|▉         | 46/469 [00:05<00:50,  8.35it/s, v_num=9, loss/train=0.138, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|█         | 47/469 [00:05<00:50,  8.36it/s, v_num=9, loss/train=0.138, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|█         | 47/469 [00:05<00:50,  8.36it/s, v_num=9, loss/train=0.203, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|█         | 48/469 [00:05<00:49,  8.43it/s, v_num=9, loss/train=0.203, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|█         | 48/469 [00:05<00:49,  8.43it/s, v_num=9, loss/train=0.170, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|█         | 49/469 [00:05<00:49,  8.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  10%|█         | 49/469 [00:05<00:49,  8.51it/s, v_num=9, loss/train=0.148, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█         | 50/469 [00:05<00:49,  8.46it/s, v_num=9, loss/train=0.148, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█         | 50/469 [00:05<00:49,  8.46it/s, v_num=9, loss/train=0.242, alignment/train=0.0975, uniformity/train=-3.55, contrastive_acc/train=0.977, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█         | 51/469 [00:05<00:48,  8.54it/s, v_num=9, loss/train=0.242, alignment/train=0.0975, uniformity/train=-3.55, contrastive_acc/train=0.977, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█         | 51/469 [00:05<00:48,  8.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█         | 52/469 [00:06<00:48,  8.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█         | 52/469 [00:06<00:48,  8.60it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█▏        | 53/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.138, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  11%|█▏        | 53/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.163, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 54/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.163, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 54/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.213, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 55/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.213, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 55/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 56/469 [00:06<00:47,  8.65it/s, v_num=9, loss/train=0.164, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 56/469 [00:06<00:47,  8.65it/s, v_num=9, loss/train=0.163, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 57/469 [00:06<00:47,  8.73it/s, v_num=9, loss/train=0.163, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 57/469 [00:06<00:47,  8.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 58/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  12%|█▏        | 58/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 59/469 [00:06<00:46,  8.86it/s, v_num=9, loss/train=0.159, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 59/469 [00:06<00:46,  8.86it/s, v_num=9, loss/train=0.171, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 60/469 [00:06<00:46,  8.87it/s, v_num=9, loss/train=0.171, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 60/469 [00:06<00:46,  8.87it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 61/469 [00:06<00:45,  8.94it/s, v_num=9, loss/train=0.156, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 61/469 [00:06<00:45,  8.94it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 62/469 [00:06<00:45,  8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 62/469 [00:06<00:45,  8.96it/s, v_num=9, loss/train=0.166, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 63/469 [00:07<00:45,  8.94it/s, v_num=9, loss/train=0.166, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  13%|█▎        | 63/469 [00:07<00:45,  8.94it/s, v_num=9, loss/train=0.168, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▎        | 64/469 [00:07<00:45,  8.98it/s, v_num=9, loss/train=0.168, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▎        | 64/469 [00:07<00:45,  8.98it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 65/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.165, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 65/469 [00:07<00:44,  8.99it/s, v_num=9, loss/train=0.177, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 66/469 [00:07<00:44,  9.06it/s, v_num=9, loss/train=0.177, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 66/469 [00:07<00:44,  9.06it/s, v_num=9, loss/train=0.208, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 67/469 [00:07<00:44,  9.10it/s, v_num=9, loss/train=0.208, alignment/train=0.0846, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 67/469 [00:07<00:44,  9.10it/s, v_num=9, loss/train=0.170, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 68/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.170, alignment/train=0.0728, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  14%|█▍        | 68/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▍        | 69/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.179, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▍        | 69/469 [00:07<00:44,  9.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▍        | 70/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0804, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▍        | 70/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▌        | 71/469 [00:07<00:43,  9.18it/s, v_num=9, loss/train=0.197, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▌        | 71/469 [00:07<00:43,  9.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▌        | 72/469 [00:07<00:43,  9.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0856, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  15%|█▌        | 72/469 [00:07<00:43,  9.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 73/469 [00:07<00:43,  9.20it/s, v_num=9, loss/train=0.172, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 73/469 [00:07<00:43,  9.20it/s, v_num=9, loss/train=0.180, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 74/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.180, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 74/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.150, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 75/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.150, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 75/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 76/469 [00:08<00:42,  9.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▌        | 76/469 [00:08<00:42,  9.29it/s, v_num=9, loss/train=0.162, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▋        | 77/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.162, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  16%|█▋        | 77/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.177, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 78/469 [00:08<00:42,  9.31it/s, v_num=9, loss/train=0.177, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 78/469 [00:08<00:42,  9.31it/s, v_num=9, loss/train=0.141, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 79/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.141, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 79/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.223, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 80/469 [00:08<00:41,  9.41it/s, v_num=9, loss/train=0.223, alignment/train=0.0855, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 80/469 [00:08<00:41,  9.41it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 81/469 [00:08<00:41,  9.44it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 81/469 [00:08<00:41,  9.44it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 82/469 [00:08<00:41,  9.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0696, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  17%|█▋        | 82/469 [00:08<00:41,  9.43it/s, v_num=9, loss/train=0.180, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 83/469 [00:08<00:40,  9.42it/s, v_num=9, loss/train=0.180, alignment/train=0.0683, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 83/469 [00:08<00:40,  9.42it/s, v_num=9, loss/train=0.222, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 84/469 [00:08<00:40,  9.46it/s, v_num=9, loss/train=0.222, alignment/train=0.0801, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 84/469 [00:08<00:40,  9.46it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 85/469 [00:08<00:40,  9.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 85/469 [00:08<00:40,  9.49it/s, v_num=9, loss/train=0.172, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 86/469 [00:09<00:40,  9.49it/s, v_num=9, loss/train=0.172, alignment/train=0.0706, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  18%|█▊        | 86/469 [00:09<00:40,  9.49it/s, v_num=9, loss/train=0.161, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▊        | 87/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.161, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▊        | 87/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 88/469 [00:09<00:40,  9.51it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 88/469 [00:09<00:40,  9.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 89/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 89/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.150, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 90/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.150, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 90/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 91/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  19%|█▉        | 91/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|█▉        | 92/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0755, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|█▉        | 92/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|█▉        | 93/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.150, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|█▉        | 93/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|██        | 94/469 [00:09<00:38,  9.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|██        | 94/469 [00:09<00:38,  9.62it/s, v_num=9, loss/train=0.198, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|██        | 95/469 [00:09<00:38,  9.64it/s, v_num=9, loss/train=0.198, alignment/train=0.085, uniformity/train=-3.56, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|██        | 95/469 [00:09<00:38,  9.64it/s, v_num=9, loss/train=0.204, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|██        | 96/469 [00:09<00:38,  9.67it/s, v_num=9, loss/train=0.204, alignment/train=0.0813, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  20%|██        | 96/469 [00:09<00:38,  9.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██        | 97/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0701, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██        | 97/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.177, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██        | 98/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.177, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██        | 98/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██        | 99/469 [00:10<00:38,  9.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██        | 99/469 [00:10<00:38,  9.69it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██▏       | 100/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0897, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  21%|██▏       | 100/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 101/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 101/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 102/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.200, alignment/train=0.0936, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 102/469 [00:10<00:37,  9.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 103/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.148, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 103/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 104/469 [00:10<00:37,  9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 104/469 [00:10<00:37,  9.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 105/469 [00:10<00:37,  9.82it/s, v_num=9, loss/train=0.182, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  22%|██▏       | 105/469 [00:10<00:37,  9.82it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 106/469 [00:10<00:37,  9.81it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 106/469 [00:10<00:37,  9.80it/s, v_num=9, loss/train=0.152, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 107/469 [00:10<00:36,  9.80it/s, v_num=9, loss/train=0.152, alignment/train=0.0643, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 107/469 [00:10<00:36,  9.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 108/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 108/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.181, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 109/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.181, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 109/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 110/469 [00:11<00:36,  9.87it/s, v_num=9, loss/train=0.179, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  23%|██▎       | 110/469 [00:11<00:36,  9.87it/s, v_num=9, loss/train=0.156, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▎       | 111/469 [00:11<00:36,  9.86it/s, v_num=9, loss/train=0.156, alignment/train=0.0772, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▎       | 111/469 [00:11<00:36,  9.86it/s, v_num=9, loss/train=0.154, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▍       | 112/469 [00:11<00:36,  9.85it/s, v_num=9, loss/train=0.154, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▍       | 112/469 [00:11<00:36,  9.85it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▍       | 113/469 [00:11<00:35,  9.89it/s, v_num=9, loss/train=0.196, alignment/train=0.0764, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▍       | 113/469 [00:11<00:35,  9.89it/s, v_num=9, loss/train=0.145, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▍       | 114/469 [00:11<00:36,  9.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  24%|██▍       | 114/469 [00:11<00:36,  9.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▍       | 115/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.176, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▍       | 115/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▍       | 116/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▍       | 116/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.131, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▍       | 117/469 [00:11<00:35,  9.92it/s, v_num=9, loss/train=0.131, alignment/train=0.0722, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▍       | 117/469 [00:11<00:35,  9.92it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▌       | 118/469 [00:11<00:35,  9.95it/s, v_num=9, loss/train=0.200, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▌       | 118/469 [00:11<00:35,  9.95it/s, v_num=9, loss/train=0.156, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▌       | 119/469 [00:11<00:35,  9.99it/s, v_num=9, loss/train=0.156, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  25%|██▌       | 119/469 [00:11<00:35,  9.99it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 120/469 [00:12<00:35,  9.96it/s, v_num=9, loss/train=0.196, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 120/469 [00:12<00:35,  9.96it/s, v_num=9, loss/train=0.163, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 121/469 [00:12<00:35,  9.91it/s, v_num=9, loss/train=0.163, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 121/469 [00:12<00:35,  9.91it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 122/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.165, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 122/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 123/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.174, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▌       | 123/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▋       | 124/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  26%|██▋       | 124/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 125/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 125/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.198, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 126/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.198, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 126/469 [00:12<00:34,  9.98it/s, v_num=9, loss/train=0.182, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 127/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.182, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 127/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.163, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 128/469 [00:12<00:34, 10.00it/s, v_num=9, loss/train=0.163, alignment/train=0.0728, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  27%|██▋       | 128/469 [00:12<00:34, 10.00it/s, v_num=9, loss/train=0.155, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 129/469 [00:12<00:33, 10.04it/s, v_num=9, loss/train=0.155, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 129/469 [00:12<00:33, 10.04it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 130/469 [00:12<00:33, 10.07it/s, v_num=9, loss/train=0.182, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 130/469 [00:12<00:33, 10.07it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 131/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 131/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.171, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 132/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.171, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 132/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.153, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.153, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  28%|██▊       | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.233, alignment/train=0.0936, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▊       | 134/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.233, alignment/train=0.0936, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▊       | 134/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.188, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 135/469 [00:13<00:33, 10.06it/s, v_num=9, loss/train=0.188, alignment/train=0.0837, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 135/469 [00:13<00:33, 10.06it/s, v_num=9, loss/train=0.160, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 136/469 [00:13<00:33, 10.09it/s, v_num=9, loss/train=0.160, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 136/469 [00:13<00:33, 10.09it/s, v_num=9, loss/train=0.174, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.174, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.159, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.159, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  29%|██▉       | 138/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.179, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|██▉       | 139/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.179, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|██▉       | 139/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|██▉       | 140/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|██▉       | 140/469 [00:13<00:32, 10.06it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|███       | 141/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.164, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|███       | 141/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.148, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|███       | 142/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.148, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|███       | 142/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|███       | 143/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  30%|███       | 143/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.184, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███       | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.184, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███       | 144/469 [00:14<00:32, 10.11it/s, v_num=9, loss/train=0.168, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███       | 145/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.168, alignment/train=0.0832, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███       | 145/469 [00:14<00:32, 10.12it/s, v_num=9, loss/train=0.143, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███       | 146/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.143, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███       | 146/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.199, alignment/train=0.0857, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 148/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.174, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 148/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.182, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.182, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.147, alignment/train=0.061, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 151/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.147, alignment/train=0.061, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 151/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 152/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.159, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  32%|███▏      | 152/469 [00:14<00:31, 10.20it/s, v_num=9, loss/train=0.187, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=0.187, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 153/469 [00:14<00:30, 10.21it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 154/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.178, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 154/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.152, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 155/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.152, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 155/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 156/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0644, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 157/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.149, alignment/train=0.0644, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  33%|███▎      | 157/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▎      | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.167, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▎      | 158/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▍      | 159/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.170, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▍      | 159/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.227, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▍      | 160/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.227, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▍      | 160/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.204, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▍      | 161/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.204, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  34%|███▍      | 161/469 [00:15<00:30, 10.25it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▍      | 162/469 [00:15<00:29, 10.28it/s, v_num=9, loss/train=0.182, alignment/train=0.0865, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▍      | 162/469 [00:15<00:29, 10.27it/s, v_num=9, loss/train=0.162, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▍      | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=0.162, alignment/train=0.0891, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▍      | 163/469 [00:15<00:29, 10.26it/s, v_num=9, loss/train=0.168, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▍      | 164/469 [00:15<00:29, 10.29it/s, v_num=9, loss/train=0.168, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▍      | 164/469 [00:15<00:29, 10.29it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▌      | 165/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.176, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▌      | 165/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.200, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▌      | 166/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0815, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  35%|███▌      | 166/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.185, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 167/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.185, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 167/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.165, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=0.144, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 169/469 [00:16<00:29, 10.31it/s, v_num=9, loss/train=0.176, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 170/469 [00:16<00:29, 10.30it/s, v_num=9, loss/train=0.176, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▌      | 170/469 [00:16<00:29, 10.30it/s, v_num=9, loss/train=0.171, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▋      | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0658, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  36%|███▋      | 171/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 172/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 172/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.153, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.210, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.210, alignment/train=0.0881, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 175/469 [00:16<00:28, 10.36it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  37%|███▋      | 175/469 [00:16<00:28, 10.36it/s, v_num=9, loss/train=0.147, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 176/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.147, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 176/469 [00:17<00:28, 10.34it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 177/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 177/469 [00:17<00:28, 10.35it/s, v_num=9, loss/train=0.154, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 178/469 [00:17<00:28, 10.37it/s, v_num=9, loss/train=0.154, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 178/469 [00:17<00:28, 10.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 179/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.162, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 179/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.191, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.191, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  38%|███▊      | 180/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▊      | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.186, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▊      | 181/469 [00:17<00:27, 10.37it/s, v_num=9, loss/train=0.194, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.194, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 182/469 [00:17<00:27, 10.36it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 183/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 183/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.171, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 184/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.171, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 184/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.141, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 185/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.141, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  39%|███▉      | 185/469 [00:17<00:27, 10.39it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|███▉      | 186/469 [00:17<00:27, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0898, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|███▉      | 186/469 [00:17<00:27, 10.38it/s, v_num=9, loss/train=0.158, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|███▉      | 187/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.158, alignment/train=0.0735, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|███▉      | 187/469 [00:17<00:27, 10.40it/s, v_num=9, loss/train=0.180, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|████      | 188/469 [00:18<00:27, 10.41it/s, v_num=9, loss/train=0.180, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|████      | 188/469 [00:18<00:27, 10.40it/s, v_num=9, loss/train=0.183, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|████      | 189/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=0.183, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  40%|████      | 189/469 [00:18<00:26, 10.41it/s, v_num=9, loss/train=0.181, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.181, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 191/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 191/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.169, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 192/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 192/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0658, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 193/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0658, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████      | 193/469 [00:18<00:26, 10.42it/s, v_num=9, loss/train=0.141, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████▏     | 194/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.141, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  41%|████▏     | 194/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.192, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.192, alignment/train=0.0778, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 195/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 196/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 196/469 [00:18<00:26, 10.43it/s, v_num=9, loss/train=0.159, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 197/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.159, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 197/469 [00:18<00:26, 10.44it/s, v_num=9, loss/train=0.147, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 198/469 [00:18<00:25, 10.46it/s, v_num=9, loss/train=0.147, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 198/469 [00:18<00:25, 10.46it/s, v_num=9, loss/train=0.167, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 199/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.167, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  42%|████▏     | 199/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.151, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 200/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.151, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 200/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.156, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 201/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.156, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 201/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.141, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.141, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.156, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 203/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.156, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 203/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.146, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.146, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  43%|████▎     | 204/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.140, alignment/train=0.0668, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▎     | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.140, alignment/train=0.0668, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▎     | 205/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▍     | 206/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▍     | 206/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▍     | 207/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.188, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▍     | 207/469 [00:19<00:25, 10.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▍     | 208/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  44%|████▍     | 208/469 [00:19<00:24, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▍     | 209/469 [00:19<00:24, 10.50it/s, v_num=9, loss/train=0.188, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▍     | 209/469 [00:19<00:24, 10.50it/s, v_num=9, loss/train=0.150, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▍     | 210/469 [00:19<00:24, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▍     | 210/469 [00:19<00:24, 10.52it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▍     | 211/469 [00:20<00:24, 10.54it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▍     | 211/469 [00:20<00:24, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▌     | 212/469 [00:20<00:24, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▌     | 212/469 [00:20<00:24, 10.53it/s, v_num=9, loss/train=0.213, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▌     | 213/469 [00:20<00:24, 10.51it/s, v_num=9, loss/train=0.213, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  45%|████▌     | 213/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.223, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▌     | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.223, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▌     | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▌     | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▌     | 215/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▌     | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.180, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▌     | 216/469 [00:20<00:24, 10.50it/s, v_num=9, loss/train=0.178, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▋     | 217/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.178, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▋     | 217/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▋     | 218/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  46%|████▋     | 218/469 [00:20<00:23, 10.49it/s, v_num=9, loss/train=0.177, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 219/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.177, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 219/469 [00:20<00:23, 10.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 220/469 [00:20<00:23, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 220/469 [00:20<00:23, 10.53it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.190, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 221/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.156, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 222/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.156, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  47%|████▋     | 222/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.173, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.173, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 224/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 224/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 225/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.176, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 225/469 [00:21<00:23, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 226/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.173, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 226/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 227/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.155, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  48%|████▊     | 227/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.187, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▊     | 228/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.187, alignment/train=0.0937, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▊     | 228/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.181, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 229/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.181, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 229/469 [00:21<00:22, 10.55it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 230/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 230/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 231/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.166, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 231/469 [00:21<00:22, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 232/469 [00:21<00:22, 10.58it/s, v_num=9, loss/train=0.191, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  49%|████▉     | 232/469 [00:21<00:22, 10.58it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|████▉     | 233/469 [00:22<00:22, 10.57it/s, v_num=9, loss/train=0.201, alignment/train=0.0824, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|████▉     | 233/469 [00:22<00:22, 10.57it/s, v_num=9, loss/train=0.177, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|████▉     | 234/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.177, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|████▉     | 234/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|█████     | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|█████     | 235/469 [00:22<00:22, 10.54it/s, v_num=9, loss/train=0.150, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|█████     | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  50%|█████     | 236/469 [00:22<00:22, 10.55it/s, v_num=9, loss/train=0.151, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.151, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 237/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.157, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 238/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 239/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.170, alignment/train=0.0898, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 239/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.248, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 240/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.248, alignment/train=0.101, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████     | 240/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████▏    | 241/469 [00:22<00:21, 10.58it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  51%|█████▏    | 241/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 242/469 [00:22<00:21, 10.56it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.164, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.148, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 244/469 [00:23<00:21, 10.58it/s, v_num=9, loss/train=0.148, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 244/469 [00:23<00:21, 10.58it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 245/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=0.169, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 245/469 [00:23<00:21, 10.59it/s, v_num=9, loss/train=0.161, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 246/469 [00:23<00:21, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  52%|█████▏    | 246/469 [00:23<00:21, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 247/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 247/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.187, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 248/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 248/469 [00:23<00:20, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 249/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 249/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.152, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 250/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.152, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  53%|█████▎    | 250/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.178, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▎    | 251/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0717, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▎    | 251/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▎    | 252/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▎    | 252/469 [00:23<00:20, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▍    | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▍    | 253/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▍    | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▍    | 254/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▍    | 255/469 [00:24<00:20, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  54%|█████▍    | 255/469 [00:24<00:20, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▍    | 256/469 [00:24<00:20, 10.63it/s, v_num=9, loss/train=0.177, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▍    | 256/469 [00:24<00:20, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.062, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▍    | 257/469 [00:24<00:19, 10.64it/s, v_num=9, loss/train=0.166, alignment/train=0.062, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▍    | 257/469 [00:24<00:19, 10.64it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▌    | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▌    | 258/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.145, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▌    | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.145, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▌    | 259/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▌    | 260/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.184, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  55%|█████▌    | 260/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▌    | 261/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.191, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▌    | 261/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▌    | 262/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▌    | 262/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▌    | 263/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▌    | 263/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▋    | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.180, alignment/train=0.0766, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  56%|█████▋    | 264/469 [00:24<00:19, 10.61it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 265/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 265/469 [00:24<00:19, 10.62it/s, v_num=9, loss/train=0.208, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 266/469 [00:25<00:19, 10.63it/s, v_num=9, loss/train=0.208, alignment/train=0.0915, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 266/469 [00:25<00:19, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 267/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 267/469 [00:25<00:18, 10.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 268/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 268/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 269/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.182, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  57%|█████▋    | 269/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 270/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 270/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.198, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 271/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.198, alignment/train=0.071, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 271/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.172, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 272/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 272/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 273/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 273/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.218, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 274/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.218, alignment/train=0.0711, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  58%|█████▊    | 274/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▊    | 275/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.168, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▊    | 275/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 276/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 276/469 [00:25<00:18, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 277/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 277/469 [00:25<00:18, 10.66it/s, v_num=9, loss/train=0.128, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 278/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.128, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 278/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 279/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  59%|█████▉    | 279/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|█████▉    | 280/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|█████▉    | 280/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|█████▉    | 281/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.205, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|█████▉    | 281/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|██████    | 282/469 [00:26<00:17, 10.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|██████    | 282/469 [00:26<00:17, 10.71it/s, v_num=9, loss/train=0.146, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|██████    | 283/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.146, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  60%|██████    | 283/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 284/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 284/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 285/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.192, alignment/train=0.0785, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 285/469 [00:26<00:17, 10.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 286/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.166, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 286/469 [00:26<00:17, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 287/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████    | 287/469 [00:26<00:17, 10.70it/s, v_num=9, loss/train=0.134, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████▏   | 288/469 [00:26<00:16, 10.72it/s, v_num=9, loss/train=0.134, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  61%|██████▏   | 288/469 [00:26<00:16, 10.72it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 289/469 [00:26<00:16, 10.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0695, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 289/469 [00:26<00:16, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 290/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.182, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 290/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 291/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 291/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.172, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 292/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0808, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 292/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 293/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.191, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  62%|██████▏   | 293/469 [00:27<00:16, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 294/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.151, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 294/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 295/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 295/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 296/469 [00:27<00:16, 10.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 296/469 [00:27<00:16, 10.70it/s, v_num=9, loss/train=0.174, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 297/469 [00:27<00:16, 10.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0719, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  63%|██████▎   | 297/469 [00:27<00:16, 10.70it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▎   | 298/469 [00:27<00:15, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▎   | 298/469 [00:27<00:15, 10.71it/s, v_num=9, loss/train=0.157, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 299/469 [00:27<00:15, 10.70it/s, v_num=9, loss/train=0.157, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 299/469 [00:27<00:15, 10.70it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 300/469 [00:27<00:15, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 300/469 [00:27<00:15, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 301/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 301/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 302/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.200, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  64%|██████▍   | 302/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.143, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▍   | 303/469 [00:28<00:15, 10.75it/s, v_num=9, loss/train=0.143, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▍   | 303/469 [00:28<00:15, 10.75it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▍   | 304/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▍   | 304/469 [00:28<00:15, 10.74it/s, v_num=9, loss/train=0.181, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▌   | 305/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0766, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▌   | 305/469 [00:28<00:15, 10.73it/s, v_num=9, loss/train=0.200, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▌   | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.200, alignment/train=0.0786, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▌   | 306/469 [00:28<00:15, 10.70it/s, v_num=9, loss/train=0.138, alignment/train=0.0663, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▌   | 307/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.138, alignment/train=0.0663, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  65%|██████▌   | 307/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▌   | 308/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.168, alignment/train=0.0698, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▌   | 308/469 [00:28<00:15, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▌   | 309/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▌   | 309/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▌   | 310/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.179, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▌   | 310/469 [00:28<00:14, 10.73it/s, v_num=9, loss/train=0.188, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▋   | 311/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.188, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  66%|██████▋   | 311/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.149, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.149, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 312/469 [00:29<00:14, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 313/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 313/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.145, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 314/469 [00:29<00:14, 10.74it/s, v_num=9, loss/train=0.145, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 314/469 [00:29<00:14, 10.74it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 315/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 315/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 316/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  67%|██████▋   | 316/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 317/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0854, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 317/469 [00:29<00:14, 10.73it/s, v_num=9, loss/train=0.187, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 318/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 318/469 [00:29<00:14, 10.72it/s, v_num=9, loss/train=0.157, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 319/469 [00:29<00:13, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 319/469 [00:29<00:13, 10.73it/s, v_num=9, loss/train=0.169, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 320/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.169, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 320/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 321/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  68%|██████▊   | 321/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▊   | 322/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.189, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▊   | 322/469 [00:29<00:13, 10.74it/s, v_num=9, loss/train=0.148, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▉   | 323/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.148, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▉   | 323/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.201, alignment/train=0.0939, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▉   | 324/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.201, alignment/train=0.0939, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▉   | 324/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▉   | 325/469 [00:30<00:13, 10.74it/s, v_num=9, loss/train=0.144, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  69%|██████▉   | 325/469 [00:30<00:13, 10.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|██████▉   | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|██████▉   | 326/469 [00:30<00:13, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|██████▉   | 327/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.172, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|██████▉   | 327/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|██████▉   | 328/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|██████▉   | 328/469 [00:30<00:13, 10.76it/s, v_num=9, loss/train=0.163, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|███████   | 329/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|███████   | 329/469 [00:30<00:13, 10.75it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|███████   | 330/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.193, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  70%|███████   | 330/469 [00:30<00:12, 10.74it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 331/469 [00:30<00:12, 10.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 331/469 [00:30<00:12, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 332/469 [00:30<00:12, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 332/469 [00:30<00:12, 10.76it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 333/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0737, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 333/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 334/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.188, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████   | 334/469 [00:30<00:12, 10.78it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████▏  | 335/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  71%|███████▏  | 335/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.159, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 336/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.159, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 336/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 337/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 337/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 338/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.152, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 338/469 [00:31<00:12, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 339/469 [00:31<00:12, 10.77it/s, v_num=9, loss/train=0.169, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 339/469 [00:31<00:12, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 340/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0828, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  72%|███████▏  | 340/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 341/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.165, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 341/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 342/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0718, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 342/469 [00:31<00:11, 10.78it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 343/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.176, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 343/469 [00:31<00:11, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 344/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  73%|███████▎  | 344/469 [00:31<00:11, 10.76it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▎  | 345/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▎  | 345/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.197, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 346/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 346/469 [00:32<00:11, 10.77it/s, v_num=9, loss/train=0.163, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 347/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 347/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 348/469 [00:32<00:11, 10.78it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 349/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  74%|███████▍  | 349/469 [00:32<00:11, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▍  | 350/469 [00:32<00:11, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▍  | 350/469 [00:32<00:11, 10.80it/s, v_num=9, loss/train=0.163, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▍  | 351/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.084, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▍  | 351/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▌  | 352/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▌  | 352/469 [00:32<00:10, 10.81it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▌  | 353/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▌  | 353/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0647, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▌  | 354/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0647, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  75%|███████▌  | 354/469 [00:32<00:10, 10.80it/s, v_num=9, loss/train=0.153, alignment/train=0.0701, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▌  | 355/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0701, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▌  | 355/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▌  | 356/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▌  | 356/469 [00:32<00:10, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▌  | 357/469 [00:33<00:10, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▌  | 357/469 [00:33<00:10, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▋  | 358/469 [00:33<00:10, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  76%|███████▋  | 358/469 [00:33<00:10, 10.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 359/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.143, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 359/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 360/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 360/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 361/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 361/469 [00:33<00:10, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 362/469 [00:33<00:09, 10.80it/s, v_num=9, loss/train=0.198, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 362/469 [00:33<00:09, 10.80it/s, v_num=9, loss/train=0.170, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 363/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0765, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  77%|███████▋  | 363/469 [00:33<00:09, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 364/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 364/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 365/469 [00:33<00:09, 10.82it/s, v_num=9, loss/train=0.158, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 365/469 [00:33<00:09, 10.82it/s, v_num=9, loss/train=0.149, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 366/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.149, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 366/469 [00:33<00:09, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 367/469 [00:34<00:09, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 368/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.085, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  78%|███████▊  | 368/469 [00:34<00:09, 10.80it/s, v_num=9, loss/train=0.134, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▊  | 369/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.134, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▊  | 369/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▉  | 370/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▉  | 370/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▉  | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▉  | 371/469 [00:34<00:09, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▉  | 372/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.193, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  79%|███████▉  | 372/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|███████▉  | 373/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|███████▉  | 373/469 [00:34<00:08, 10.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|███████▉  | 374/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|███████▉  | 374/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|███████▉  | 375/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|███████▉  | 375/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|████████  | 376/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|████████  | 376/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|████████  | 377/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0789, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  80%|████████  | 377/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0663, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 378/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0663, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 378/469 [00:34<00:08, 10.83it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 379/469 [00:35<00:08, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 379/469 [00:35<00:08, 10.82it/s, v_num=9, loss/train=0.199, alignment/train=0.0945, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 380/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.199, alignment/train=0.0945, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 380/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 381/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████  | 381/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████▏ | 382/469 [00:35<00:08, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  81%|████████▏ | 382/469 [00:35<00:08, 10.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 383/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 383/469 [00:35<00:07, 10.82it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 384/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 384/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 385/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 385/469 [00:35<00:07, 10.83it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 386/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  82%|████████▏ | 386/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 387/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 387/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.181, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 388/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 389/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.187, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 389/469 [00:35<00:07, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 390/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0702, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 390/469 [00:35<00:07, 10.85it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 391/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.192, alignment/train=0.086, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  83%|████████▎ | 391/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▎ | 392/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▎ | 392/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 393/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 393/469 [00:36<00:07, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 394/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.180, alignment/train=0.071, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 394/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 395/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.162, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 395/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.207, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 396/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.207, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  84%|████████▍ | 396/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▍ | 397/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.151, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▍ | 397/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.189, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▍ | 398/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.189, alignment/train=0.0796, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▍ | 398/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▌ | 399/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.137, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▌ | 399/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▌ | 400/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.173, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  85%|████████▌ | 400/469 [00:36<00:06, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 401/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.161, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 401/469 [00:36<00:06, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 402/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 402/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 403/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 403/469 [00:37<00:06, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 404/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.169, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▌ | 404/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▋ | 405/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  86%|████████▋ | 405/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.0916, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 406/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.0916, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 406/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 407/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 407/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.147, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 408/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.147, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 408/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.156, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 409/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.156, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 409/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 410/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.194, alignment/train=0.0922, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  87%|████████▋ | 410/469 [00:37<00:05, 10.86it/s, v_num=9, loss/train=0.137, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.137, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 411/469 [00:37<00:05, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 412/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.152, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 412/469 [00:37<00:05, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 413/469 [00:38<00:05, 10.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 413/469 [00:38<00:05, 10.86it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 414/469 [00:38<00:05, 10.87it/s, v_num=9, loss/train=0.177, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 414/469 [00:38<00:05, 10.87it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 415/469 [00:38<00:04, 10.88it/s, v_num=9, loss/train=0.149, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  88%|████████▊ | 415/469 [00:38<00:04, 10.88it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▊ | 416/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.165, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▊ | 416/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.152, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.152, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▉ | 417/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▉ | 418/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.140, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▉ | 418/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.158, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▉ | 419/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.158, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  89%|████████▉ | 419/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|████████▉ | 420/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.167, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|████████▉ | 420/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|████████▉ | 421/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.160, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|████████▉ | 421/469 [00:38<00:04, 10.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.155, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|████████▉ | 422/469 [00:38<00:04, 10.85it/s, v_num=9, loss/train=0.138, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|█████████ | 423/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.138, alignment/train=0.0699, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|█████████ | 423/469 [00:38<00:04, 10.86it/s, v_num=9, loss/train=0.175, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|█████████ | 424/469 [00:39<00:04, 10.87it/s, v_num=9, loss/train=0.175, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  90%|█████████ | 424/469 [00:39<00:04, 10.87it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.158, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████ | 425/469 [00:39<00:04, 10.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████ | 426/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.153, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████ | 426/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████ | 427/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.170, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████ | 427/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████▏| 428/469 [00:39<00:03, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████▏| 429/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  91%|█████████▏| 429/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.174, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.174, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 430/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.152, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.152, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 431/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 432/469 [00:39<00:03, 10.86it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 433/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.158, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  92%|█████████▏| 433/469 [00:39<00:03, 10.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 434/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0907, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 434/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 435/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 435/469 [00:39<00:03, 10.88it/s, v_num=9, loss/train=0.146, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.146, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 436/469 [00:40<00:03, 10.87it/s, v_num=9, loss/train=0.194, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.194, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 437/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.242, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.242, alignment/train=0.0805, uniformity/train=-3.51, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  93%|█████████▎| 438/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.190, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▎| 439/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.183, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 440/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 441/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 441/469 [00:40<00:02, 10.87it/s, v_num=9, loss/train=0.136, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 442/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.136, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 442/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 443/469 [00:40<00:02, 10.89it/s, v_num=9, loss/train=0.180, alignment/train=0.0922, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  94%|█████████▍| 443/469 [00:40<00:02, 10.89it/s, v_num=9, loss/train=0.195, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▍| 444/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.195, alignment/train=0.0933, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▍| 444/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▍| 445/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▍| 445/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▌| 446/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.193, alignment/train=0.0936, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▌| 446/469 [00:40<00:02, 10.88it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▌| 447/469 [00:41<00:02, 10.88it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  95%|█████████▌| 447/469 [00:41<00:02, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 448/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.158, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 449/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.158, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 449/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.169, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 450/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.169, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 450/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.136, alignment/train=0.0723, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 451/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.136, alignment/train=0.0723, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▌| 451/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.176, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▋| 452/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.176, alignment/train=0.0798, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  96%|█████████▋| 452/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 453/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.170, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 453/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 454/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.178, alignment/train=0.0736, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 454/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 455/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.161, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 455/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.150, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 456/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.150, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 456/469 [00:41<00:01, 10.98it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 457/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  97%|█████████▋| 457/469 [00:41<00:01, 10.99it/s, v_num=9, loss/train=0.212, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 458/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.212, alignment/train=0.0762, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 458/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.206, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 459/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.206, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 459/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 460/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 460/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 461/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.178, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  98%|█████████▊| 461/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.161, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▊| 462/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.161, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▊| 462/469 [00:41<00:00, 11.06it/s, v_num=9, loss/train=0.150, alignment/train=0.0832, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▊| 463/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.150, alignment/train=0.0832, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▊| 463/469 [00:41<00:00, 11.08it/s, v_num=9, loss/train=0.154, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▉| 464/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.154, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▉| 464/469 [00:41<00:00, 11.09it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▉| 465/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.203, alignment/train=0.0864, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▉| 465/469 [00:41<00:00, 11.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▉| 466/469 [00:41<00:00, 11.12it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25:  99%|█████████▉| 466/469 [00:41<00:00, 11.12it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 467/469 [00:41<00:00, 11.13it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 467/469 [00:41<00:00, 11.13it/s, v_num=9, loss/train=0.146, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 468/469 [00:41<00:00, 11.15it/s, v_num=9, loss/train=0.146, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|█████████▉| 468/469 [00:41<00:00, 11.15it/s, v_num=9, loss/train=0.172, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|██████████| 469/469 [00:42<00:00, 11.16it/s, v_num=9, loss/train=0.172, alignment/train=0.0747, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]
Epoch 25: 100%|██████████| 469/469 [00:42<00:00, 11.16it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.369, alignment/val=0.0785, uniformity/val=-3.67, contrastive_acc/val=0.960]

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Epoch 25: 100%|██████████| 469/469 [00:48<00:00,  9.58it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 25: 100%|██████████| 469/469 [00:48<00:00,  9.58it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 25:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   0%|          | 1/469 [00:01<12:17,  0.63it/s, v_num=9, loss/train=0.119, alignment/train=0.0695, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   0%|          | 1/469 [00:01<12:18,  0.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   0%|          | 2/469 [00:01<06:22,  1.22it/s, v_num=9, loss/train=0.160, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   0%|          | 2/469 [00:01<06:22,  1.22it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|          | 3/469 [00:01<04:23,  1.77it/s, v_num=9, loss/train=0.183, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|          | 3/469 [00:01<04:23,  1.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|          | 4/469 [00:01<03:30,  2.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0819, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|          | 4/469 [00:01<03:31,  2.20it/s, v_num=9, loss/train=0.215, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|          | 5/469 [00:01<02:57,  2.61it/s, v_num=9, loss/train=0.215, alignment/train=0.0833, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|          | 5/469 [00:01<02:57,  2.61it/s, v_num=9, loss/train=0.154, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|▏         | 6/469 [00:01<02:32,  3.04it/s, v_num=9, loss/train=0.154, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|▏         | 6/469 [00:01<02:32,  3.04it/s, v_num=9, loss/train=0.186, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|▏         | 7/469 [00:02<02:15,  3.41it/s, v_num=9, loss/train=0.186, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   1%|▏         | 7/469 [00:02<02:15,  3.40it/s, v_num=9, loss/train=0.151, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 8/469 [00:02<02:04,  3.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0675, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 8/469 [00:02<02:04,  3.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 9/469 [00:02<01:54,  4.03it/s, v_num=9, loss/train=0.159, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 9/469 [00:02<01:54,  4.03it/s, v_num=9, loss/train=0.169, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 10/469 [00:02<01:46,  4.30it/s, v_num=9, loss/train=0.169, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 10/469 [00:02<01:46,  4.30it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 11/469 [00:02<01:41,  4.52it/s, v_num=9, loss/train=0.179, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   2%|▏         | 11/469 [00:02<01:41,  4.52it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 12/469 [00:02<01:34,  4.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 12/469 [00:02<01:34,  4.82it/s, v_num=9, loss/train=0.143, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 13/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.143, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 13/469 [00:02<01:30,  5.02it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 14/469 [00:02<01:29,  5.09it/s, v_num=9, loss/train=0.198, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 14/469 [00:02<01:29,  5.08it/s, v_num=9, loss/train=0.145, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 15/469 [00:02<01:25,  5.34it/s, v_num=9, loss/train=0.145, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 15/469 [00:02<01:25,  5.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 16/469 [00:02<01:21,  5.56it/s, v_num=9, loss/train=0.164, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   3%|▎         | 16/469 [00:02<01:21,  5.56it/s, v_num=9, loss/train=0.153, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▎         | 17/469 [00:02<01:18,  5.76it/s, v_num=9, loss/train=0.153, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▎         | 17/469 [00:02<01:18,  5.76it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 18/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 18/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.167, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 19/469 [00:03<01:13,  6.13it/s, v_num=9, loss/train=0.167, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 19/469 [00:03<01:13,  6.12it/s, v_num=9, loss/train=0.147, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 20/469 [00:03<01:12,  6.23it/s, v_num=9, loss/train=0.147, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 20/469 [00:03<01:12,  6.22it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 21/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.181, alignment/train=0.072, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   4%|▍         | 21/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▍         | 22/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.164, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▍         | 22/469 [00:03<01:09,  6.46it/s, v_num=9, loss/train=0.183, alignment/train=0.093, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▍         | 23/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.183, alignment/train=0.093, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▍         | 23/469 [00:03<01:07,  6.58it/s, v_num=9, loss/train=0.144, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▌         | 24/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.144, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▌         | 24/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▌         | 25/469 [00:03<01:05,  6.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0846, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   5%|▌         | 25/469 [00:03<01:05,  6.74it/s, v_num=9, loss/train=0.171, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 26/469 [00:03<01:04,  6.82it/s, v_num=9, loss/train=0.171, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 26/469 [00:03<01:04,  6.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 27/469 [00:03<01:03,  6.98it/s, v_num=9, loss/train=0.170, alignment/train=0.0838, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 27/469 [00:03<01:03,  6.98it/s, v_num=9, loss/train=0.146, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 28/469 [00:03<01:02,  7.08it/s, v_num=9, loss/train=0.146, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 28/469 [00:03<01:02,  7.08it/s, v_num=9, loss/train=0.206, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 29/469 [00:04<01:01,  7.13it/s, v_num=9, loss/train=0.206, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▌         | 29/469 [00:04<01:01,  7.13it/s, v_num=9, loss/train=0.199, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▋         | 30/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.199, alignment/train=0.0861, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   6%|▋         | 30/469 [00:04<01:00,  7.24it/s, v_num=9, loss/train=0.178, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 31/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.178, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 31/469 [00:04<00:59,  7.35it/s, v_num=9, loss/train=0.138, alignment/train=0.0704, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 32/469 [00:04<00:58,  7.42it/s, v_num=9, loss/train=0.138, alignment/train=0.0704, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 32/469 [00:04<00:58,  7.42it/s, v_num=9, loss/train=0.163, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 33/469 [00:04<00:58,  7.51it/s, v_num=9, loss/train=0.163, alignment/train=0.0906, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 33/469 [00:04<00:58,  7.51it/s, v_num=9, loss/train=0.146, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 34/469 [00:04<00:56,  7.64it/s, v_num=9, loss/train=0.146, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 34/469 [00:04<00:56,  7.64it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 35/469 [00:04<00:56,  7.74it/s, v_num=9, loss/train=0.174, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   7%|▋         | 35/469 [00:04<00:56,  7.74it/s, v_num=9, loss/train=0.156, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 36/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.156, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 36/469 [00:04<00:56,  7.67it/s, v_num=9, loss/train=0.144, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 37/469 [00:04<00:55,  7.77it/s, v_num=9, loss/train=0.144, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 37/469 [00:04<00:55,  7.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 38/469 [00:04<00:54,  7.86it/s, v_num=9, loss/train=0.151, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 38/469 [00:04<00:54,  7.86it/s, v_num=9, loss/train=0.161, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 39/469 [00:04<00:54,  7.90it/s, v_num=9, loss/train=0.161, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   8%|▊         | 39/469 [00:04<00:54,  7.90it/s, v_num=9, loss/train=0.140, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▊         | 40/469 [00:04<00:53,  8.01it/s, v_num=9, loss/train=0.140, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▊         | 40/469 [00:04<00:53,  8.01it/s, v_num=9, loss/train=0.192, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▊         | 41/469 [00:05<00:53,  8.07it/s, v_num=9, loss/train=0.192, alignment/train=0.0672, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▊         | 41/469 [00:05<00:53,  8.07it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▉         | 42/469 [00:05<00:53,  8.01it/s, v_num=9, loss/train=0.168, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▉         | 42/469 [00:05<00:53,  8.01it/s, v_num=9, loss/train=0.161, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▉         | 43/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.161, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▉         | 43/469 [00:05<00:52,  8.11it/s, v_num=9, loss/train=0.163, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▉         | 44/469 [00:05<00:51,  8.21it/s, v_num=9, loss/train=0.163, alignment/train=0.0753, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   9%|▉         | 44/469 [00:05<00:51,  8.21it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|▉         | 45/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|▉         | 45/469 [00:05<00:51,  8.24it/s, v_num=9, loss/train=0.193, alignment/train=0.094, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|▉         | 46/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.193, alignment/train=0.094, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|▉         | 46/469 [00:05<00:51,  8.23it/s, v_num=9, loss/train=0.149, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|█         | 47/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.149, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|█         | 47/469 [00:05<00:50,  8.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|█         | 48/469 [00:05<00:50,  8.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|█         | 48/469 [00:05<00:50,  8.37it/s, v_num=9, loss/train=0.196, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|█         | 49/469 [00:05<00:50,  8.40it/s, v_num=9, loss/train=0.196, alignment/train=0.092, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  10%|█         | 49/469 [00:05<00:50,  8.40it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█         | 50/469 [00:05<00:49,  8.45it/s, v_num=9, loss/train=0.175, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█         | 50/469 [00:05<00:49,  8.45it/s, v_num=9, loss/train=0.144, alignment/train=0.0752, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█         | 51/469 [00:05<00:48,  8.54it/s, v_num=9, loss/train=0.144, alignment/train=0.0752, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█         | 51/469 [00:05<00:48,  8.54it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█         | 52/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█         | 52/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.189, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█▏        | 53/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  11%|█▏        | 53/469 [00:06<00:48,  8.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 54/469 [00:06<00:48,  8.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 54/469 [00:06<00:48,  8.61it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 55/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 55/469 [00:06<00:47,  8.66it/s, v_num=9, loss/train=0.153, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 56/469 [00:06<00:47,  8.68it/s, v_num=9, loss/train=0.153, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 56/469 [00:06<00:47,  8.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 57/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.167, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 57/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.156, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 58/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  12%|█▏        | 58/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 59/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.154, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 59/469 [00:06<00:46,  8.77it/s, v_num=9, loss/train=0.205, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 60/469 [00:06<00:46,  8.82it/s, v_num=9, loss/train=0.205, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.980, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 60/469 [00:06<00:46,  8.82it/s, v_num=9, loss/train=0.136, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 61/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.136, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 61/469 [00:06<00:46,  8.85it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.142, alignment/train=0.0688, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 62/469 [00:06<00:45,  8.87it/s, v_num=9, loss/train=0.157, alignment/train=0.0631, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 63/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.157, alignment/train=0.0631, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  13%|█▎        | 63/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▎        | 64/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.153, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▎        | 64/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.163, alignment/train=0.0894, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 65/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.163, alignment/train=0.0894, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 65/469 [00:07<00:45,  8.91it/s, v_num=9, loss/train=0.168, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 66/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.168, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 66/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 67/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.169, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 67/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.148, alignment/train=0.0692, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▍        | 69/469 [00:07<00:44,  9.08it/s, v_num=9, loss/train=0.148, alignment/train=0.0692, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▍        | 69/469 [00:07<00:44,  9.08it/s, v_num=9, loss/train=0.150, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▍        | 70/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.150, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▍        | 70/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▌        | 71/469 [00:07<00:43,  9.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▌        | 71/469 [00:07<00:43,  9.18it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▌        | 72/469 [00:07<00:43,  9.19it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  15%|█▌        | 72/469 [00:07<00:43,  9.19it/s, v_num=9, loss/train=0.144, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 73/469 [00:07<00:43,  9.13it/s, v_num=9, loss/train=0.144, alignment/train=0.0742, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 73/469 [00:07<00:43,  9.13it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 74/469 [00:08<00:43,  9.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0859, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 74/469 [00:08<00:43,  9.17it/s, v_num=9, loss/train=0.217, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 75/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.217, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 75/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.167, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 76/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.167, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▌        | 76/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▋        | 77/469 [00:08<00:42,  9.29it/s, v_num=9, loss/train=0.175, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  16%|█▋        | 77/469 [00:08<00:42,  9.29it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 78/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 78/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.172, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 79/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.172, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 79/469 [00:08<00:41,  9.31it/s, v_num=9, loss/train=0.184, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 80/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.184, alignment/train=0.0854, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 80/469 [00:08<00:41,  9.36it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 81/469 [00:08<00:41,  9.39it/s, v_num=9, loss/train=0.173, alignment/train=0.0884, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 81/469 [00:08<00:41,  9.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 82/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  17%|█▋        | 82/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.167, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 83/469 [00:08<00:41,  9.41it/s, v_num=9, loss/train=0.167, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 83/469 [00:08<00:41,  9.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 84/469 [00:08<00:40,  9.41it/s, v_num=9, loss/train=0.187, alignment/train=0.0888, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 84/469 [00:08<00:40,  9.41it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 85/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 85/469 [00:09<00:40,  9.40it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 86/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.175, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  18%|█▊        | 86/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▊        | 87/469 [00:09<00:40,  9.48it/s, v_num=9, loss/train=0.167, alignment/train=0.0733, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▊        | 87/469 [00:09<00:40,  9.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 88/469 [00:09<00:40,  9.48it/s, v_num=9, loss/train=0.169, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 88/469 [00:09<00:40,  9.48it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 89/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 89/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 90/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.186, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 90/469 [00:09<00:39,  9.51it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 91/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  19%|█▉        | 91/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|█▉        | 92/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.188, alignment/train=0.0874, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|█▉        | 92/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|█▉        | 93/469 [00:09<00:39,  9.58it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|█▉        | 93/469 [00:09<00:39,  9.58it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|██        | 94/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.165, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|██        | 94/469 [00:09<00:39,  9.61it/s, v_num=9, loss/train=0.128, alignment/train=0.0742, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|██        | 95/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.128, alignment/train=0.0742, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|██        | 95/469 [00:09<00:39,  9.56it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|██        | 96/469 [00:09<00:38,  9.61it/s, v_num=9, loss/train=0.165, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  20%|██        | 96/469 [00:09<00:38,  9.61it/s, v_num=9, loss/train=0.161, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██        | 97/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.161, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██        | 97/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██        | 98/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0732, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██        | 98/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.195, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██        | 99/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.195, alignment/train=0.0666, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██        | 99/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.187, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██▏       | 100/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.187, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  21%|██▏       | 100/469 [00:10<00:38,  9.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 101/469 [00:10<00:38,  9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 101/469 [00:10<00:38,  9.67it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 102/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.195, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 102/469 [00:10<00:37,  9.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 103/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 103/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 104/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.148, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 104/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.188, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 105/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  22%|██▏       | 105/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.177, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 106/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.177, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 106/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 107/469 [00:10<00:37,  9.78it/s, v_num=9, loss/train=0.174, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 107/469 [00:10<00:37,  9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 108/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0736, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 108/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 109/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 109/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 110/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  23%|██▎       | 110/469 [00:11<00:36,  9.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▎       | 111/469 [00:11<00:36,  9.84it/s, v_num=9, loss/train=0.193, alignment/train=0.0806, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▎       | 111/469 [00:11<00:36,  9.84it/s, v_num=9, loss/train=0.142, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▍       | 112/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.142, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▍       | 112/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.144, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▍       | 113/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.144, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▍       | 113/469 [00:11<00:36,  9.77it/s, v_num=9, loss/train=0.178, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▍       | 114/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  24%|██▍       | 114/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.209, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▍       | 115/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.209, alignment/train=0.0881, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▍       | 115/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▍       | 116/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.159, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▍       | 116/469 [00:11<00:35,  9.88it/s, v_num=9, loss/train=0.184, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▍       | 117/469 [00:11<00:35,  9.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▍       | 117/469 [00:11<00:35,  9.87it/s, v_num=9, loss/train=0.190, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▌       | 118/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.190, alignment/train=0.101, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▌       | 118/469 [00:11<00:35,  9.84it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▌       | 119/469 [00:12<00:35,  9.88it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  25%|██▌       | 119/469 [00:12<00:35,  9.88it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 120/469 [00:12<00:35,  9.92it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 120/469 [00:12<00:35,  9.92it/s, v_num=9, loss/train=0.178, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 121/469 [00:12<00:35,  9.94it/s, v_num=9, loss/train=0.178, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 121/469 [00:12<00:35,  9.94it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 122/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.191, alignment/train=0.0793, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 122/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.226, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 123/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.226, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▌       | 123/469 [00:12<00:34,  9.91it/s, v_num=9, loss/train=0.153, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▋       | 124/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.153, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  26%|██▋       | 124/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.158, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 125/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.158, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 125/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 126/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.175, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 126/469 [00:12<00:34,  9.96it/s, v_num=9, loss/train=0.147, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 127/469 [00:12<00:34, 10.00it/s, v_num=9, loss/train=0.147, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 127/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.181, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 128/469 [00:12<00:34, 10.03it/s, v_num=9, loss/train=0.181, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  27%|██▋       | 128/469 [00:12<00:34, 10.03it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 129/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 129/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 130/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 130/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 131/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 131/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 132/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.175, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.175, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  28%|██▊       | 133/469 [00:13<00:33, 10.03it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▊       | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.149, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▊       | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 135/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 135/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 136/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 136/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.182, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 137/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.182, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 137/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.149, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 138/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=0.149, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  29%|██▉       | 138/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|██▉       | 139/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=0.162, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|██▉       | 139/469 [00:13<00:32, 10.16it/s, v_num=9, loss/train=0.163, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|██▉       | 140/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.163, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|██▉       | 140/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.179, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|███       | 141/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=0.179, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|███       | 141/469 [00:13<00:32, 10.10it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|███       | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.154, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|███       | 142/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0645, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|███       | 143/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0645, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  30%|███       | 143/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███       | 144/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███       | 144/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███       | 145/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███       | 145/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███       | 146/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.191, alignment/train=0.082, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███       | 146/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███▏      | 147/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.184, alignment/train=0.0733, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  31%|███▏      | 147/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.145, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.145, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 148/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.152, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 149/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.161, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.161, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 150/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.136, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.136, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 151/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.173, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 152/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.173, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  32%|███▏      | 152/469 [00:14<00:31, 10.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 153/469 [00:15<00:31, 10.17it/s, v_num=9, loss/train=0.215, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 153/469 [00:15<00:31, 10.17it/s, v_num=9, loss/train=0.154, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 154/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.154, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 154/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 155/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.166, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 155/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.140, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 156/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.140, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 156/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.154, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 157/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.154, alignment/train=0.0705, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  33%|███▎      | 157/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.190, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▎      | 158/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.190, alignment/train=0.0908, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▎      | 158/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▍      | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.174, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▍      | 159/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▍      | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.170, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▍      | 160/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.147, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▍      | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.147, alignment/train=0.081, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  34%|███▍      | 161/469 [00:15<00:30, 10.21it/s, v_num=9, loss/train=0.196, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▍      | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.196, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▍      | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▍      | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.173, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▍      | 163/469 [00:15<00:29, 10.22it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▍      | 164/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.141, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▍      | 164/469 [00:16<00:29, 10.22it/s, v_num=9, loss/train=0.171, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▌      | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.171, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▌      | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.182, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▌      | 166/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.182, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  35%|███▌      | 166/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.141, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.141, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 167/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.138, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.138, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 168/469 [00:16<00:29, 10.28it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 169/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.149, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 169/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.129, alignment/train=0.0662, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 170/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.129, alignment/train=0.0662, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▌      | 170/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▋      | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.157, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  36%|███▋      | 171/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 172/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.162, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 172/469 [00:16<00:28, 10.30it/s, v_num=9, loss/train=0.183, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.183, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 173/469 [00:16<00:28, 10.31it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.178, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 174/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 175/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.166, alignment/train=0.0897, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  37%|███▋      | 175/469 [00:16<00:28, 10.33it/s, v_num=9, loss/train=0.197, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 176/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.197, alignment/train=0.0812, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 176/469 [00:17<00:28, 10.28it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 177/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.148, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 178/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.148, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 178/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 179/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 179/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.151, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.151, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  38%|███▊      | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.148, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▊      | 181/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.148, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▊      | 181/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 182/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.157, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 182/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.161, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.159, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.159, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 184/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.158, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.158, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  39%|███▉      | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|███▉      | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.175, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|███▉      | 186/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.177, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|███▉      | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.177, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|███▉      | 187/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.149, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|████      | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.149, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|████      | 188/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|████      | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  40%|████      | 189/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 190/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.183, alignment/train=0.084, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 190/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.171, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 191/469 [00:18<00:26, 10.36it/s, v_num=9, loss/train=0.149, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 192/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.149, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 192/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.151, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 193/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.151, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████      | 193/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████▏     | 194/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  41%|████▏     | 194/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0809, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.143, alignment/train=0.0768, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.143, alignment/train=0.0768, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 196/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.161, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.161, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 197/469 [00:19<00:26, 10.37it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 198/469 [00:19<00:26, 10.39it/s, v_num=9, loss/train=0.167, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 199/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.167, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  42%|████▏     | 199/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.181, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.169, alignment/train=0.0773, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.200, alignment/train=0.0968, uniformity/train=-3.56, contrastive_acc/train=0.977, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.200, alignment/train=0.0968, uniformity/train=-3.56, contrastive_acc/train=0.977, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 202/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 203/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.156, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 203/469 [00:19<00:25, 10.48it/s, v_num=9, loss/train=0.158, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 204/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  43%|████▎     | 204/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▎     | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.162, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▎     | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.150, alignment/train=0.0801, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.150, alignment/train=0.0801, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▍     | 207/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.188, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▍     | 207/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▍     | 208/469 [00:19<00:24, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  44%|████▍     | 208/469 [00:19<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▍     | 209/469 [00:19<00:24, 10.46it/s, v_num=9, loss/train=0.157, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▍     | 209/469 [00:19<00:24, 10.46it/s, v_num=9, loss/train=0.142, alignment/train=0.0709, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▍     | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.142, alignment/train=0.0709, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▍     | 210/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.169, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▍     | 211/469 [00:20<00:24, 10.42it/s, v_num=9, loss/train=0.157, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▌     | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▌     | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▌     | 213/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  45%|████▌     | 213/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▌     | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.177, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▌     | 214/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▌     | 215/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.141, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▌     | 215/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.185, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▌     | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.185, alignment/train=0.0843, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▌     | 216/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.154, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.154, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.159, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▋     | 218/469 [00:20<00:23, 10.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  46%|████▋     | 218/469 [00:20<00:23, 10.47it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.180, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 220/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 221/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 221/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0874, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.146, alignment/train=0.0874, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  47%|████▋     | 222/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.145, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.145, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 223/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.134, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 224/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.134, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 224/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 225/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.149, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 225/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 226/469 [00:21<00:23, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 226/469 [00:21<00:23, 10.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 227/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.170, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  48%|████▊     | 227/469 [00:21<00:22, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▊     | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.165, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▊     | 228/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 229/469 [00:21<00:22, 10.49it/s, v_num=9, loss/train=0.157, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.157, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 231/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.179, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 231/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 232/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  49%|████▉     | 232/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|████▉     | 233/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.196, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|████▉     | 233/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.189, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|████▉     | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.189, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|████▉     | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|█████     | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.180, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|█████     | 235/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|█████     | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  50%|█████     | 236/469 [00:22<00:22, 10.52it/s, v_num=9, loss/train=0.149, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 237/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.149, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 237/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.157, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.157, alignment/train=0.0826, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0732, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.184, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.184, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.146, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.0733, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 243/469 [00:22<00:21, 10.57it/s, v_num=9, loss/train=0.181, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.181, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 244/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.182, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 246/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  52%|█████▏    | 246/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 247/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 247/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.165, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.165, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 248/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.174, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 249/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0751, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 250/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.150, alignment/train=0.0751, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  53%|█████▎    | 250/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0633, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▎    | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.149, alignment/train=0.0633, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▎    | 251/469 [00:23<00:20, 10.57it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▎    | 252/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▎    | 252/469 [00:23<00:20, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▍    | 253/469 [00:23<00:20, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0886, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▍    | 253/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.186, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▍    | 254/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.186, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▍    | 254/469 [00:23<00:20, 10.59it/s, v_num=9, loss/train=0.180, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▍    | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.180, alignment/train=0.0862, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  54%|█████▍    | 255/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▍    | 256/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.181, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▍    | 256/469 [00:24<00:20, 10.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▍    | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0757, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▍    | 257/469 [00:24<00:20, 10.59it/s, v_num=9, loss/train=0.146, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▌    | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.171, alignment/train=0.0871, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▌    | 259/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.138, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▌    | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.138, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  55%|█████▌    | 260/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.175, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▌    | 261/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▌    | 261/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▌    | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.187, alignment/train=0.0715, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▌    | 262/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.210, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▌    | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.210, alignment/train=0.0744, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▌    | 263/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▋    | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  56%|█████▋    | 264/469 [00:24<00:19, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 265/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.172, alignment/train=0.069, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 265/469 [00:25<00:19, 10.60it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.173, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 266/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 267/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 267/469 [00:25<00:19, 10.61it/s, v_num=9, loss/train=0.199, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.199, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 268/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.182, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  57%|█████▋    | 269/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.144, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.144, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.151, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 271/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 272/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.162, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.0858, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 274/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.170, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  58%|█████▊    | 274/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.177, alignment/train=0.0888, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 276/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.168, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 277/469 [00:26<00:18, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 278/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.177, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  59%|█████▉    | 279/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.135, alignment/train=0.0761, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|█████▉    | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.135, alignment/train=0.0761, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|█████▉    | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.172, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|█████▉    | 281/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|██████    | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.169, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|██████    | 282/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|██████    | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.158, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  60%|██████    | 283/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.175, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 284/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.169, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 285/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.169, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 285/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.183, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 287/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████    | 287/469 [00:26<00:17, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████▏   | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.164, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  61%|██████▏   | 288/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.157, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 289/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0711, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 289/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.133, alignment/train=0.0654, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.133, alignment/train=0.0654, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 292/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 293/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  62%|██████▏   | 293/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.159, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0763, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 294/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.174, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 295/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.161, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0653, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.137, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.137, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 299/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.167, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0715, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 300/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 301/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.139, alignment/train=0.0639, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.139, alignment/train=0.0639, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  64%|██████▍   | 302/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▍   | 303/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.190, alignment/train=0.0915, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▍   | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0915, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▍   | 304/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▌   | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▌   | 305/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▌   | 306/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▌   | 306/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.186, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▌   | 307/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.186, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  65%|██████▌   | 307/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.166, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.215, alignment/train=0.0917, uniformity/train=-3.53, contrastive_acc/train=0.973, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.215, alignment/train=0.0917, uniformity/train=-3.53, contrastive_acc/train=0.973, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▌   | 309/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.167, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0895, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▌   | 310/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▋   | 311/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.192, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  66%|██████▋   | 311/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 314/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.188, alignment/train=0.0649, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 314/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.137, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.137, alignment/train=0.071, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.143, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  67%|██████▋   | 316/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.158, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 317/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.143, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.143, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 318/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.196, alignment/train=0.084, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0772, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 320/469 [00:29<00:13, 10.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.187, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  68%|██████▊   | 321/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▉   | 323/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.127, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▉   | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.127, alignment/train=0.0656, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▉   | 324/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.157, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▉   | 325/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.157, alignment/train=0.0849, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  69%|██████▉   | 325/469 [00:30<00:13, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|██████▉   | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0716, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|██████▉   | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|██████▉   | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|██████▉   | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|██████▉   | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|██████▉   | 328/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|███████   | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.179, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|███████   | 329/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.162, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|███████   | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0825, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  70%|███████   | 330/469 [00:30<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 331/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.145, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 332/469 [00:30<00:12, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 333/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████   | 334/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████▏  | 335/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.142, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  71%|███████▏  | 335/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 336/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0685, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 337/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 338/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 338/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.177, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.177, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 339/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.193, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.193, alignment/train=0.0917, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  72%|███████▏  | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 341/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0751, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.158, alignment/train=0.0674, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.158, alignment/train=0.0674, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 343/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.181, alignment/train=0.0816, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  73%|███████▎  | 344/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▎  | 345/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▎  | 345/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.172, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 346/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.174, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 347/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 347/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.137, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.137, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  74%|███████▍  | 349/469 [00:32<00:11, 10.74it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▍  | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▍  | 350/469 [00:32<00:11, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▍  | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▍  | 351/469 [00:32<00:10, 10.76it/s, v_num=9, loss/train=0.193, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▌  | 352/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.193, alignment/train=0.0832, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▌  | 352/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.154, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▌  | 353/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.154, alignment/train=0.070, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▌  | 353/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▌  | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  75%|███████▌  | 354/469 [00:32<00:10, 10.77it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▌  | 355/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.153, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▌  | 355/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.218, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.218, alignment/train=0.081, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▌  | 356/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.100, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▌  | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.223, alignment/train=0.100, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▌  | 357/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▋  | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  76%|███████▋  | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.154, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.154, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 359/469 [00:33<00:10, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 360/469 [00:33<00:10, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 361/469 [00:33<00:10, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.197, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 362/469 [00:33<00:09, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.180, alignment/train=0.0864, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 364/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.186, alignment/train=0.0673, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.186, alignment/train=0.0673, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 365/469 [00:33<00:09, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 366/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 366/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 367/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.150, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 368/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.150, alignment/train=0.0681, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  78%|███████▊  | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.182, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▊  | 369/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.182, alignment/train=0.0855, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▊  | 369/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.138, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▉  | 370/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.138, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▉  | 370/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▉  | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.0876, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▉  | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.192, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▉  | 372/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  79%|███████▉  | 372/469 [00:34<00:09, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|███████▉  | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|███████▉  | 373/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.143, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|███████▉  | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.143, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|███████▉  | 374/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|███████▉  | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|███████▉  | 375/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.144, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|████████  | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|████████  | 376/469 [00:34<00:08, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|████████  | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  80%|████████  | 377/469 [00:34<00:08, 10.80it/s, v_num=9, loss/train=0.151, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.151, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 378/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 379/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.174, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 379/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0765, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 380/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.231, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.231, alignment/train=0.0971, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████  | 381/469 [00:35<00:08, 10.79it/s, v_num=9, loss/train=0.217, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.217, alignment/train=0.0865, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  81%|████████▏ | 382/469 [00:35<00:08, 10.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 383/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 383/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.193, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 384/469 [00:35<00:07, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.137, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.137, alignment/train=0.0684, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.191, alignment/train=0.0789, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.216, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.156, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 390/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.178, alignment/train=0.0826, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  83%|████████▎ | 391/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.159, alignment/train=0.0834, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▎ | 392/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0878, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 393/469 [00:36<00:07, 10.80it/s, v_num=9, loss/train=0.156, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.156, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 395/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.175, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.175, alignment/train=0.0862, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  84%|████████▍ | 396/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▍ | 397/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▍ | 398/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▌ | 399/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0733, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 402/469 [00:37<00:06, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.155, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 403/469 [00:37<00:06, 10.82it/s, v_num=9, loss/train=0.156, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 404/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.156, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▌ | 404/469 [00:37<00:06, 10.83it/s, v_num=9, loss/train=0.198, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▋ | 405/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.198, alignment/train=0.096, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  86%|████████▋ | 405/469 [00:37<00:05, 10.83it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.150, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 408/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 409/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.206, alignment/train=0.0958, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.171, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.171, alignment/train=0.0762, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  87%|████████▋ | 410/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.155, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.165, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.184, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.090, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.166, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 414/469 [00:38<00:05, 10.83it/s, v_num=9, loss/train=0.167, alignment/train=0.0936, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0936, uniformity/train=-3.58, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  88%|████████▊ | 415/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.217, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.217, alignment/train=0.0819, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▊ | 416/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.172, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▉ | 417/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▉ | 418/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.178, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.178, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  89%|████████▉ | 419/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.187, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.135, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.135, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|████████▉ | 422/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|████████▉ | 422/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.179, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.184, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████ | 425/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.156, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.156, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.189, alignment/train=0.0891, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 430/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 430/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.142, alignment/train=0.0745, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.142, alignment/train=0.0745, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 431/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.178, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 432/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.152, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 433/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.152, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  92%|█████████▏| 433/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.148, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.148, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.147, alignment/train=0.063, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 435/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.147, alignment/train=0.063, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 435/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.189, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 436/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.201, alignment/train=0.069, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 437/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.168, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0907, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 440/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 441/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.153, alignment/train=0.0855, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.153, alignment/train=0.0855, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  94%|█████████▍| 443/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▍| 444/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▍| 444/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0679, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.164, alignment/train=0.0679, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.157, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.157, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▌| 446/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.152, alignment/train=0.0856, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  95%|█████████▌| 447/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.171, alignment/train=0.085, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 448/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.167, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.138, alignment/train=0.0647, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.138, alignment/train=0.0647, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.154, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.186, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.186, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.209, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.209, alignment/train=0.0959, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.180, alignment/train=0.0904, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.180, alignment/train=0.0904, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.163, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.163, alignment/train=0.0887, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.164, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.164, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.195, alignment/train=0.093, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.195, alignment/train=0.093, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.179, alignment/train=0.0923, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.179, alignment/train=0.0923, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.159, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.159, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▉| 464/469 [00:41<00:00, 11.05it/s, v_num=9, loss/train=0.200, alignment/train=0.0931, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.190, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.190, alignment/train=0.0727, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.249, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.249, alignment/train=0.0865, uniformity/train=-3.53, contrastive_acc/train=0.984, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:  99%|█████████▉| 466/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.192, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.192, alignment/train=0.0914, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.183, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.183, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.195, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.195, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.366, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]

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Epoch 26: 100%|██████████| 469/469 [00:48<00:00,  9.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26: 100%|██████████| 469/469 [00:48<00:00,  9.76it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 26:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   0%|          | 1/469 [00:01<12:15,  0.64it/s, v_num=9, loss/train=0.148, alignment/train=0.0776, uniformity/train=-3.52, contrastive_acc/train=0.995, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   0%|          | 1/469 [00:01<12:16,  0.64it/s, v_num=9, loss/train=0.163, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   0%|          | 2/469 [00:01<06:20,  1.23it/s, v_num=9, loss/train=0.163, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   0%|          | 2/469 [00:01<06:20,  1.23it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|          | 3/469 [00:01<04:21,  1.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0744, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|          | 3/469 [00:01<04:21,  1.78it/s, v_num=9, loss/train=0.148, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|          | 4/469 [00:01<03:29,  2.22it/s, v_num=9, loss/train=0.148, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|          | 4/469 [00:01<03:29,  2.22it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|          | 5/469 [00:01<02:57,  2.62it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|          | 5/469 [00:01<02:57,  2.61it/s, v_num=9, loss/train=0.144, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|▏         | 6/469 [00:02<02:37,  2.94it/s, v_num=9, loss/train=0.144, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|▏         | 6/469 [00:02<02:37,  2.94it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|▏         | 7/469 [00:02<02:18,  3.34it/s, v_num=9, loss/train=0.164, alignment/train=0.0787, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   1%|▏         | 7/469 [00:02<02:18,  3.34it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 8/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 8/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 9/469 [00:02<01:55,  3.99it/s, v_num=9, loss/train=0.165, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 9/469 [00:02<01:55,  3.99it/s, v_num=9, loss/train=0.221, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 10/469 [00:02<01:46,  4.32it/s, v_num=9, loss/train=0.221, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 10/469 [00:02<01:46,  4.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 11/469 [00:02<01:41,  4.52it/s, v_num=9, loss/train=0.185, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   2%|▏         | 11/469 [00:02<01:41,  4.51it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 12/469 [00:02<01:35,  4.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 12/469 [00:02<01:35,  4.80it/s, v_num=9, loss/train=0.139, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 13/469 [00:02<01:31,  4.99it/s, v_num=9, loss/train=0.139, alignment/train=0.073, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 13/469 [00:02<01:31,  4.98it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 14/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.185, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 14/469 [00:02<01:26,  5.25it/s, v_num=9, loss/train=0.141, alignment/train=0.0665, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 15/469 [00:02<01:22,  5.51it/s, v_num=9, loss/train=0.141, alignment/train=0.0665, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 15/469 [00:02<01:22,  5.50it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 16/469 [00:02<01:21,  5.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   3%|▎         | 16/469 [00:02<01:21,  5.57it/s, v_num=9, loss/train=0.144, alignment/train=0.0696, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▎         | 17/469 [00:02<01:17,  5.81it/s, v_num=9, loss/train=0.144, alignment/train=0.0696, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▎         | 17/469 [00:02<01:17,  5.81it/s, v_num=9, loss/train=0.149, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 18/469 [00:02<01:14,  6.03it/s, v_num=9, loss/train=0.149, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 18/469 [00:02<01:14,  6.03it/s, v_num=9, loss/train=0.208, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 19/469 [00:03<01:12,  6.20it/s, v_num=9, loss/train=0.208, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 19/469 [00:03<01:12,  6.20it/s, v_num=9, loss/train=0.185, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 20/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.185, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 20/469 [00:03<01:11,  6.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 21/469 [00:03<01:10,  6.37it/s, v_num=9, loss/train=0.184, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   4%|▍         | 21/469 [00:03<01:10,  6.37it/s, v_num=9, loss/train=0.167, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▍         | 22/469 [00:03<01:09,  6.42it/s, v_num=9, loss/train=0.167, alignment/train=0.077, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▍         | 22/469 [00:03<01:09,  6.42it/s, v_num=9, loss/train=0.144, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▍         | 23/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.144, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▍         | 23/469 [00:03<01:07,  6.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▌         | 24/469 [00:03<01:05,  6.77it/s, v_num=9, loss/train=0.154, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▌         | 24/469 [00:03<01:05,  6.77it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▌         | 25/469 [00:03<01:04,  6.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   5%|▌         | 25/469 [00:03<01:04,  6.93it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 26/469 [00:03<01:04,  6.90it/s, v_num=9, loss/train=0.160, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 26/469 [00:03<01:04,  6.90it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 27/469 [00:03<01:03,  7.00it/s, v_num=9, loss/train=0.182, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 27/469 [00:03<01:03,  7.00it/s, v_num=9, loss/train=0.170, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 28/469 [00:03<01:02,  7.11it/s, v_num=9, loss/train=0.170, alignment/train=0.0674, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 28/469 [00:03<01:02,  7.11it/s, v_num=9, loss/train=0.173, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 29/469 [00:04<01:01,  7.18it/s, v_num=9, loss/train=0.173, alignment/train=0.0743, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▌         | 29/469 [00:04<01:01,  7.18it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▋         | 30/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.177, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   6%|▋         | 30/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 31/469 [00:04<00:59,  7.37it/s, v_num=9, loss/train=0.169, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 31/469 [00:04<00:59,  7.37it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 32/469 [00:04<00:59,  7.34it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 32/469 [00:04<00:59,  7.34it/s, v_num=9, loss/train=0.182, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 33/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.182, alignment/train=0.0849, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 33/469 [00:04<00:58,  7.47it/s, v_num=9, loss/train=0.150, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 34/469 [00:04<00:57,  7.60it/s, v_num=9, loss/train=0.150, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 34/469 [00:04<00:57,  7.60it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 35/469 [00:04<00:56,  7.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   7%|▋         | 35/469 [00:04<00:56,  7.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 36/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.160, alignment/train=0.0697, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 36/469 [00:04<00:55,  7.80it/s, v_num=9, loss/train=0.182, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 37/469 [00:04<00:55,  7.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0889, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 37/469 [00:04<00:55,  7.79it/s, v_num=9, loss/train=0.154, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 38/469 [00:04<00:54,  7.85it/s, v_num=9, loss/train=0.154, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 38/469 [00:04<00:54,  7.84it/s, v_num=9, loss/train=0.157, alignment/train=0.0674, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 39/469 [00:04<00:54,  7.95it/s, v_num=9, loss/train=0.157, alignment/train=0.0674, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   8%|▊         | 39/469 [00:04<00:54,  7.95it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▊         | 40/469 [00:04<00:53,  8.06it/s, v_num=9, loss/train=0.184, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▊         | 40/469 [00:04<00:53,  8.05it/s, v_num=9, loss/train=0.171, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▊         | 41/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.171, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▊         | 41/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.164, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▉         | 42/469 [00:05<00:52,  8.19it/s, v_num=9, loss/train=0.164, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▉         | 42/469 [00:05<00:52,  8.18it/s, v_num=9, loss/train=0.169, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▉         | 43/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.169, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▉         | 43/469 [00:05<00:52,  8.06it/s, v_num=9, loss/train=0.146, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▉         | 44/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.146, alignment/train=0.0729, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:   9%|▉         | 44/469 [00:05<00:52,  8.16it/s, v_num=9, loss/train=0.165, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|▉         | 45/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.165, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|▉         | 45/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.132, alignment/train=0.0725, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|▉         | 46/469 [00:05<00:51,  8.27it/s, v_num=9, loss/train=0.132, alignment/train=0.0725, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|▉         | 46/469 [00:05<00:51,  8.27it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|█         | 47/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|█         | 47/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|█         | 48/469 [00:05<00:50,  8.33it/s, v_num=9, loss/train=0.185, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|█         | 48/469 [00:05<00:50,  8.33it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|█         | 49/469 [00:05<00:50,  8.39it/s, v_num=9, loss/train=0.163, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  10%|█         | 49/469 [00:05<00:50,  8.39it/s, v_num=9, loss/train=0.141, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█         | 50/469 [00:05<00:49,  8.48it/s, v_num=9, loss/train=0.141, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█         | 50/469 [00:05<00:49,  8.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█         | 51/469 [00:05<00:48,  8.56it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█         | 51/469 [00:05<00:48,  8.56it/s, v_num=9, loss/train=0.170, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█         | 52/469 [00:06<00:49,  8.50it/s, v_num=9, loss/train=0.170, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█         | 52/469 [00:06<00:49,  8.50it/s, v_num=9, loss/train=0.158, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█▏        | 53/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  11%|█▏        | 53/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.147, alignment/train=0.0624, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 54/469 [00:06<00:48,  8.61it/s, v_num=9, loss/train=0.147, alignment/train=0.0624, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 54/469 [00:06<00:48,  8.61it/s, v_num=9, loss/train=0.142, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 55/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.142, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 55/469 [00:06<00:48,  8.57it/s, v_num=9, loss/train=0.189, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 56/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.189, alignment/train=0.0789, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 56/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 57/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.174, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 57/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.172, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 58/469 [00:06<00:47,  8.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  12%|█▏        | 58/469 [00:06<00:47,  8.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 59/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.162, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 59/469 [00:06<00:46,  8.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 60/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.184, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 60/469 [00:06<00:46,  8.79it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 61/469 [00:06<00:46,  8.86it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 61/469 [00:06<00:46,  8.86it/s, v_num=9, loss/train=0.148, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 62/469 [00:07<00:46,  8.84it/s, v_num=9, loss/train=0.148, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 62/469 [00:07<00:46,  8.83it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 63/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.178, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  13%|█▎        | 63/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.156, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▎        | 64/469 [00:07<00:45,  8.97it/s, v_num=9, loss/train=0.156, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▎        | 64/469 [00:07<00:45,  8.97it/s, v_num=9, loss/train=0.141, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 65/469 [00:07<00:45,  8.94it/s, v_num=9, loss/train=0.141, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 65/469 [00:07<00:45,  8.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 66/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0719, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 66/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 67/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 67/469 [00:07<00:44,  8.98it/s, v_num=9, loss/train=0.157, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.157, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  14%|█▍        | 68/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.170, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▍        | 69/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.170, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▍        | 69/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.146, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▍        | 70/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.146, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▍        | 70/469 [00:07<00:44,  9.04it/s, v_num=9, loss/train=0.142, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▌        | 71/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.142, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▌        | 71/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▌        | 72/469 [00:07<00:43,  9.06it/s, v_num=9, loss/train=0.175, alignment/train=0.0736, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  15%|█▌        | 72/469 [00:07<00:43,  9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 73/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.187, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 73/469 [00:08<00:43,  9.05it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 74/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 74/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.137, alignment/train=0.0671, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 75/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.137, alignment/train=0.0671, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 75/469 [00:08<00:43,  9.09it/s, v_num=9, loss/train=0.166, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 76/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.166, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▌        | 76/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▋        | 77/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  16%|█▋        | 77/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.152, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 78/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.152, alignment/train=0.0872, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 78/469 [00:08<00:42,  9.17it/s, v_num=9, loss/train=0.138, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 79/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.138, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 79/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.170, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 80/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.170, alignment/train=0.070, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 80/469 [00:08<00:42,  9.19it/s, v_num=9, loss/train=0.162, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 81/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.162, alignment/train=0.0776, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 81/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 82/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.167, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  17%|█▋        | 82/469 [00:08<00:41,  9.29it/s, v_num=9, loss/train=0.185, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 83/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.185, alignment/train=0.0709, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 83/469 [00:08<00:41,  9.24it/s, v_num=9, loss/train=0.151, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 84/469 [00:09<00:41,  9.26it/s, v_num=9, loss/train=0.151, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 84/469 [00:09<00:41,  9.26it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 85/469 [00:09<00:41,  9.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 85/469 [00:09<00:41,  9.31it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 86/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  18%|█▊        | 86/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.176, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▊        | 87/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.176, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▊        | 87/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 88/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 88/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.145, alignment/train=0.0842, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 89/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.145, alignment/train=0.0842, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 89/469 [00:09<00:40,  9.38it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 90/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.164, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 90/469 [00:09<00:40,  9.43it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 91/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.184, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  19%|█▉        | 91/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|█▉        | 92/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.199, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|█▉        | 92/469 [00:09<00:40,  9.42it/s, v_num=9, loss/train=0.156, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|█▉        | 93/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.156, alignment/train=0.067, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|█▉        | 93/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.155, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|██        | 94/469 [00:09<00:39,  9.45it/s, v_num=9, loss/train=0.155, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|██        | 94/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|██        | 95/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|██        | 95/469 [00:10<00:39,  9.44it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|██        | 96/469 [00:10<00:39,  9.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  20%|██        | 96/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██        | 97/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██        | 97/469 [00:10<00:39,  9.50it/s, v_num=9, loss/train=0.186, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██        | 98/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.186, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██        | 98/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██        | 99/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.186, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██        | 99/469 [00:10<00:38,  9.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██▏       | 100/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.158, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  21%|██▏       | 100/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 101/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 101/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 102/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.205, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 102/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0864, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 103/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.165, alignment/train=0.0752, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 104/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.165, alignment/train=0.0752, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 104/469 [00:10<00:38,  9.57it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 105/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  22%|██▏       | 105/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 106/469 [00:10<00:37,  9.64it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 106/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0903, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.214, alignment/train=0.0903, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 107/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 108/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 108/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 109/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 109/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.158, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 110/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.158, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  23%|██▎       | 110/469 [00:11<00:37,  9.68it/s, v_num=9, loss/train=0.160, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▎       | 111/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▎       | 111/469 [00:11<00:36,  9.71it/s, v_num=9, loss/train=0.179, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▍       | 112/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.179, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▍       | 112/469 [00:11<00:36,  9.67it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▍       | 113/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▍       | 113/469 [00:11<00:36,  9.70it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▍       | 114/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.174, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  24%|██▍       | 114/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▍       | 115/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0811, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▍       | 115/469 [00:11<00:36,  9.75it/s, v_num=9, loss/train=0.191, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▍       | 116/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.191, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▍       | 116/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.142, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▍       | 117/469 [00:11<00:35,  9.78it/s, v_num=9, loss/train=0.142, alignment/train=0.0862, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▍       | 117/469 [00:11<00:35,  9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▌       | 118/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0851, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▌       | 118/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▌       | 119/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.154, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  25%|██▌       | 119/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 120/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 120/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 121/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 121/469 [00:12<00:35,  9.84it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 122/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.167, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 122/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.167, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 123/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.167, alignment/train=0.071, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▌       | 123/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.190, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▋       | 124/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.190, alignment/train=0.0762, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  26%|██▋       | 124/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 125/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 125/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.136, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 126/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.136, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 126/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 127/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.168, alignment/train=0.0839, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 127/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 128/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  27%|██▋       | 128/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 129/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 129/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.156, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 130/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.156, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 130/469 [00:13<00:34,  9.91it/s, v_num=9, loss/train=0.141, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 131/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.141, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 131/469 [00:13<00:34,  9.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 132/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.167, alignment/train=0.0672, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 132/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 133/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  28%|██▊       | 133/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.165, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▊       | 134/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.165, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▊       | 134/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 135/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 135/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 136/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 136/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 137/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 138/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  29%|██▉       | 138/469 [00:13<00:33,  9.96it/s, v_num=9, loss/train=0.150, alignment/train=0.0866, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|██▉       | 139/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.150, alignment/train=0.0866, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|██▉       | 139/469 [00:13<00:33,  9.99it/s, v_num=9, loss/train=0.158, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|██▉       | 140/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.158, alignment/train=0.0723, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|██▉       | 140/469 [00:14<00:32,  9.98it/s, v_num=9, loss/train=0.196, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|███       | 141/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.196, alignment/train=0.0779, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|███       | 141/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.145, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|███       | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.145, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|███       | 142/469 [00:14<00:32, 10.00it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|███       | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  30%|███       | 143/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.174, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.174, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███       | 144/469 [00:14<00:32, 10.02it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███       | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.183, alignment/train=0.0737, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███       | 145/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.173, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███       | 146/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███▏      | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.172, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  31%|███▏      | 147/469 [00:14<00:32, 10.05it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.171, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 148/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.147, alignment/train=0.0639, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.147, alignment/train=0.0639, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.162, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 150/469 [00:14<00:31, 10.04it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.171, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 151/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  32%|███▏      | 152/469 [00:15<00:31, 10.07it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 153/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.194, alignment/train=0.0778, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 153/469 [00:15<00:31, 10.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.179, alignment/train=0.0757, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.154, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 155/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.164, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.164, alignment/train=0.0833, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.160, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  33%|███▎      | 157/469 [00:15<00:30, 10.08it/s, v_num=9, loss/train=0.146, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▎      | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.146, alignment/train=0.0688, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▎      | 158/469 [00:15<00:30, 10.10it/s, v_num=9, loss/train=0.142, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▍      | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.142, alignment/train=0.0719, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▍      | 159/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.158, alignment/train=0.068, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▍      | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.158, alignment/train=0.068, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▍      | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▍      | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.204, alignment/train=0.080, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  34%|███▍      | 161/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▍      | 162/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.186, alignment/train=0.0864, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▍      | 162/469 [00:16<00:30, 10.12it/s, v_num=9, loss/train=0.138, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▍      | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.138, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▍      | 163/469 [00:16<00:30, 10.14it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▍      | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.184, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▍      | 164/469 [00:16<00:30, 10.13it/s, v_num=9, loss/train=0.169, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.169, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.172, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▌      | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0752, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  35%|███▌      | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.191, alignment/train=0.0927, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 167/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.191, alignment/train=0.0927, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 167/469 [00:16<00:29, 10.16it/s, v_num=9, loss/train=0.160, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.160, alignment/train=0.0813, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 168/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.123, alignment/train=0.0673, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 169/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.123, alignment/train=0.0673, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 169/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.198, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.198, alignment/train=0.0878, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▌      | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.174, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.174, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.178, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.178, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 172/469 [00:16<00:29, 10.19it/s, v_num=9, loss/train=0.141, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.141, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 173/469 [00:16<00:28, 10.21it/s, v_num=9, loss/train=0.162, alignment/train=0.091, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.162, alignment/train=0.091, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 174/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.157, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 175/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.157, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  37%|███▋      | 175/469 [00:17<00:28, 10.19it/s, v_num=9, loss/train=0.154, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.154, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.147, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.147, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 177/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.172, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.172, alignment/train=0.0901, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 178/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.157, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 179/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.157, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 179/469 [00:17<00:28, 10.24it/s, v_num=9, loss/train=0.154, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.154, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  38%|███▊      | 180/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.218, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▊      | 181/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.218, alignment/train=0.0815, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▊      | 181/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.159, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.159, alignment/train=0.0872, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.191, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 183/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.173, alignment/train=0.0856, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 184/469 [00:17<00:27, 10.25it/s, v_num=9, loss/train=0.214, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.214, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  39%|███▉      | 185/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.125, alignment/train=0.0719, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.125, alignment/train=0.0719, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|███▉      | 186/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.156, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|███▉      | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.156, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|███▉      | 187/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.147, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|████      | 188/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.147, alignment/train=0.0652, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|████      | 188/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|████      | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.172, alignment/train=0.0664, uniformity/train=-3.50, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  40%|████      | 189/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 190/469 [00:18<00:27, 10.30it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 191/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 191/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.151, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.151, alignment/train=0.0786, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 192/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.157, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 193/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.157, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████      | 193/469 [00:18<00:26, 10.31it/s, v_num=9, loss/train=0.170, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████▏     | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.170, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  41%|████▏     | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.162, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 195/469 [00:18<00:26, 10.29it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.150, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.183, alignment/train=0.0909, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 197/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.183, alignment/train=0.0909, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 197/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 198/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 199/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  42%|████▏     | 199/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.195, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.195, alignment/train=0.0794, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 200/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.173, alignment/train=0.0866, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 201/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.169, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.169, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 202/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.147, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.147, alignment/train=0.0841, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 204/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  43%|████▎     | 204/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.144, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▎     | 205/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.144, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▎     | 205/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▍     | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.163, alignment/train=0.0772, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▍     | 206/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.162, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▍     | 207/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.162, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▍     | 207/469 [00:19<00:25, 10.35it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▍     | 208/469 [00:20<00:25, 10.37it/s, v_num=9, loss/train=0.172, alignment/train=0.0823, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  44%|████▍     | 208/469 [00:20<00:25, 10.37it/s, v_num=9, loss/train=0.138, alignment/train=0.0666, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▍     | 209/469 [00:20<00:25, 10.38it/s, v_num=9, loss/train=0.138, alignment/train=0.0666, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▍     | 209/469 [00:20<00:25, 10.38it/s, v_num=9, loss/train=0.178, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▍     | 210/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.178, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▍     | 210/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.141, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▍     | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.141, alignment/train=0.0702, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▍     | 211/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.170, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▌     | 212/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▌     | 212/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.206, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▌     | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.206, alignment/train=0.0877, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  45%|████▌     | 213/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.177, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▌     | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.177, alignment/train=0.0831, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▌     | 214/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▌     | 215/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.156, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▌     | 215/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.158, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▌     | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0784, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▌     | 216/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.153, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▋     | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.153, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▋     | 217/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▋     | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  46%|████▋     | 218/469 [00:20<00:24, 10.40it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.161, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 219/469 [00:21<00:24, 10.39it/s, v_num=9, loss/train=0.192, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.192, alignment/train=0.0737, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.179, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 221/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.206, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.206, alignment/train=0.0819, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  47%|████▋     | 222/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0638, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.161, alignment/train=0.0638, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 223/469 [00:21<00:23, 10.45it/s, v_num=9, loss/train=0.153, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.153, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 224/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 225/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.160, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 225/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 226/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.175, alignment/train=0.0833, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  48%|████▊     | 227/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▊     | 228/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.195, alignment/train=0.0805, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▊     | 228/469 [00:21<00:23, 10.44it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 229/469 [00:21<00:22, 10.46it/s, v_num=9, loss/train=0.167, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 229/469 [00:21<00:22, 10.45it/s, v_num=9, loss/train=0.150, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 230/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.150, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 230/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 231/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.165, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 231/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.159, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  49%|████▉     | 232/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.158, alignment/train=0.0655, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|████▉     | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.158, alignment/train=0.0655, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|████▉     | 233/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|████▉     | 234/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.169, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|████▉     | 234/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.149, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|█████     | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.149, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|█████     | 235/469 [00:22<00:22, 10.47it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|█████     | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  50%|█████     | 236/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.221, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.221, alignment/train=0.0854, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 237/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 238/469 [00:22<00:22, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.171, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 239/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████     | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████▏    | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  51%|█████▏    | 241/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.162, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.162, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 242/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 243/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.172, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 243/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 244/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.146, alignment/train=0.0757, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 245/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.146, alignment/train=0.0757, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 245/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.158, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  52%|█████▏    | 246/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.184, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 247/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.161, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.169, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 249/469 [00:23<00:20, 10.51it/s, v_num=9, loss/train=0.170, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.170, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  53%|█████▎    | 250/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.156, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▎    | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.156, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▎    | 251/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▎    | 252/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.158, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▎    | 252/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0902, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▍    | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.161, alignment/train=0.0902, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▍    | 253/469 [00:23<00:20, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▍    | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▍    | 254/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.167, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▍    | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0743, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  54%|█████▍    | 255/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▍    | 256/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.185, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▍    | 256/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▍    | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.195, alignment/train=0.0875, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▍    | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▌    | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▌    | 258/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.158, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.175, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▌    | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.175, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  55%|█████▌    | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.145, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▌    | 261/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.145, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▌    | 261/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.198, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▌    | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.198, alignment/train=0.0926, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▌    | 262/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▌    | 263/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.187, alignment/train=0.0729, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▌    | 263/469 [00:24<00:19, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▋    | 264/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.170, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  56%|█████▋    | 264/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.169, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 265/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0867, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 265/469 [00:25<00:19, 10.55it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.145, alignment/train=0.0678, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 266/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 267/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.193, alignment/train=0.0735, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 267/469 [00:25<00:19, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 268/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.172, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 268/469 [00:25<00:19, 10.57it/s, v_num=9, loss/train=0.182, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.182, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  57%|█████▋    | 269/469 [00:25<00:18, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.174, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.154, alignment/train=0.0843, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 272/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 273/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.210, alignment/train=0.0749, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 273/469 [00:25<00:18, 10.56it/s, v_num=9, loss/train=0.167, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.167, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  58%|█████▊    | 274/469 [00:25<00:18, 10.57it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▊    | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.173, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▊    | 275/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0904, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.187, alignment/train=0.0904, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 276/469 [00:26<00:18, 10.57it/s, v_num=9, loss/train=0.157, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.157, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 277/469 [00:26<00:18, 10.58it/s, v_num=9, loss/train=0.147, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.147, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 278/469 [00:26<00:18, 10.60it/s, v_num=9, loss/train=0.156, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.156, alignment/train=0.0835, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|█████▉    | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0681, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|█████▉    | 280/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|█████▉    | 281/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.185, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|█████▉    | 281/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0707, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|██████    | 282/469 [00:26<00:17, 10.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|██████    | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  60%|██████    | 283/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 284/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.0796, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 284/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.151, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.151, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.154, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 286/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.161, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.161, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████    | 287/469 [00:27<00:17, 10.61it/s, v_num=9, loss/train=0.211, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.211, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  61%|██████▏   | 288/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 290/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.145, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.145, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 291/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.153, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 292/469 [00:27<00:16, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.178, alignment/train=0.076, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  62%|██████▏   | 293/469 [00:27<00:16, 10.61it/s, v_num=9, loss/train=0.153, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.153, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 294/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.188, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.188, alignment/train=0.087, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 295/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.179, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 296/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.179, alignment/train=0.0777, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 296/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.143, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.143, alignment/train=0.0738, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  63%|██████▎   | 297/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▎   | 298/469 [00:28<00:16, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.214, alignment/train=0.0881, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 299/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.181, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.181, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 300/469 [00:28<00:15, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0705, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 302/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  64%|██████▍   | 302/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.165, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▍   | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.165, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▍   | 303/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.176, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▍   | 304/469 [00:28<00:15, 10.63it/s, v_num=9, loss/train=0.167, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▌   | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.167, alignment/train=0.0865, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▌   | 305/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▌   | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.189, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▌   | 306/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.135, alignment/train=0.0674, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▌   | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.135, alignment/train=0.0674, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  65%|██████▌   | 307/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▌   | 308/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.185, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▌   | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.185, alignment/train=0.0918, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▌   | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▌   | 310/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▌   | 310/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.168, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▋   | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.168, alignment/train=0.0809, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  66%|██████▋   | 311/469 [00:29<00:14, 10.64it/s, v_num=9, loss/train=0.160, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.160, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 312/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 313/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 313/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 314/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.140, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.140, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 315/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.136, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.136, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  67%|██████▋   | 316/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.171, alignment/train=0.0823, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 317/469 [00:29<00:14, 10.65it/s, v_num=9, loss/train=0.196, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.196, alignment/train=0.0808, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 318/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.154, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.154, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 319/469 [00:29<00:14, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 320/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0759, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 320/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.160, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.160, alignment/train=0.0739, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  68%|██████▊   | 321/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.212, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▊   | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.212, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▊   | 322/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.155, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▉   | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.155, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▉   | 323/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▉   | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.0865, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▉   | 324/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.194, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▉   | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.194, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  69%|██████▉   | 325/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|██████▉   | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.162, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|██████▉   | 326/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|██████▉   | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|██████▉   | 327/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|██████▉   | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.165, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|██████▉   | 328/469 [00:30<00:13, 10.66it/s, v_num=9, loss/train=0.168, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.168, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|███████   | 329/469 [00:30<00:13, 10.67it/s, v_num=9, loss/train=0.142, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.142, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 331/469 [00:30<00:12, 10.68it/s, v_num=9, loss/train=0.143, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 331/469 [00:30<00:12, 10.68it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 332/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 333/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████   | 334/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.186, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████▏  | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0785, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  71%|███████▏  | 335/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 336/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.180, alignment/train=0.0775, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 337/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.214, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.214, alignment/train=0.0863, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 338/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.192, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 339/469 [00:31<00:12, 10.70it/s, v_num=9, loss/train=0.159, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.183, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 341/469 [00:31<00:11, 10.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.150, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 342/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 343/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  73%|███████▎  | 344/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▎  | 345/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.148, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▎  | 345/469 [00:32<00:11, 10.69it/s, v_num=9, loss/train=0.162, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 346/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.162, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 346/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.206, alignment/train=0.0801, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 347/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.168, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 348/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  74%|███████▍  | 349/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▍  | 350/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.144, alignment/train=0.0661, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▍  | 350/469 [00:32<00:11, 10.70it/s, v_num=9, loss/train=0.171, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▍  | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.171, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▍  | 351/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▌  | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.176, alignment/train=0.0701, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▌  | 352/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▌  | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.187, alignment/train=0.0909, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▌  | 353/469 [00:32<00:10, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0727, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  75%|███████▌  | 354/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.164, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▌  | 355/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▌  | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.151, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▌  | 356/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.181, alignment/train=0.0738, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▌  | 357/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▋  | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.180, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  76%|███████▋  | 358/469 [00:33<00:10, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.082, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.082, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 359/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 360/469 [00:33<00:10, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 361/469 [00:33<00:10, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 362/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.190, alignment/train=0.0858, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  77%|███████▋  | 363/469 [00:33<00:09, 10.70it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 364/469 [00:33<00:09, 10.72it/s, v_num=9, loss/train=0.179, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 364/469 [00:33<00:09, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.161, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 365/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.183, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.183, alignment/train=0.0753, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 366/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 367/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  78%|███████▊  | 368/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▊  | 369/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.0768, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▊  | 369/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.153, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▉  | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.153, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▉  | 370/469 [00:34<00:09, 10.73it/s, v_num=9, loss/train=0.192, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▉  | 371/469 [00:34<00:09, 10.72it/s, v_num=9, loss/train=0.192, alignment/train=0.083, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▉  | 371/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.167, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.167, alignment/train=0.078, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  79%|███████▉  | 372/469 [00:34<00:09, 10.71it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|███████▉  | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.165, alignment/train=0.0777, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|███████▉  | 373/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|███████▉  | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.163, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|███████▉  | 374/469 [00:34<00:08, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|███████▉  | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|███████▉  | 375/469 [00:34<00:08, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0681, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|████████  | 376/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.178, alignment/train=0.0681, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|████████  | 376/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|████████  | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.159, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  80%|████████  | 377/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.153, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.153, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 378/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.168, alignment/train=0.0818, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 379/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.152, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.174, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.174, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████  | 381/469 [00:35<00:08, 10.73it/s, v_num=9, loss/train=0.184, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.184, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  81%|████████▏ | 382/469 [00:35<00:08, 10.74it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 383/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 383/469 [00:35<00:08, 10.75it/s, v_num=9, loss/train=0.165, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.165, alignment/train=0.0757, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 384/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.141, alignment/train=0.0786, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.141, alignment/train=0.0786, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 385/469 [00:35<00:07, 10.74it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  82%|████████▏ | 386/469 [00:35<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.197, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 387/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.180, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 388/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 388/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.079, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.177, alignment/train=0.079, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 389/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.158, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.0847, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 390/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 391/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  83%|████████▎ | 391/469 [00:36<00:07, 10.74it/s, v_num=9, loss/train=0.195, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.195, alignment/train=0.0804, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▎ | 392/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.186, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 393/469 [00:36<00:07, 10.75it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 394/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 395/469 [00:36<00:06, 10.76it/s, v_num=9, loss/train=0.180, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.180, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  84%|████████▍ | 396/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.182, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▍ | 397/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.182, alignment/train=0.0737, uniformity/train=-3.53, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▍ | 397/469 [00:36<00:06, 10.75it/s, v_num=9, loss/train=0.155, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▍ | 398/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.155, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▍ | 398/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▌ | 399/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.169, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▌ | 399/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.185, alignment/train=0.0594, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▌ | 400/469 [00:37<00:06, 10.77it/s, v_num=9, loss/train=0.185, alignment/train=0.0594, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  85%|████████▌ | 400/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 401/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 402/469 [00:37<00:06, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 403/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0725, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0725, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▌ | 404/469 [00:37<00:06, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▋ | 405/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.175, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  86%|████████▋ | 405/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.146, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 406/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.146, alignment/train=0.076, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 406/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 407/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0748, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 407/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 408/469 [00:37<00:05, 10.77it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0873, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 409/469 [00:37<00:05, 10.78it/s, v_num=9, loss/train=0.137, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.137, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  87%|████████▋ | 410/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 411/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0894, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 412/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 413/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.151, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.151, alignment/train=0.0749, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 414/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.151, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  88%|████████▊ | 415/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.151, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▊ | 416/469 [00:38<00:04, 10.77it/s, v_num=9, loss/train=0.155, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▉ | 417/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▉ | 417/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.192, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▉ | 418/469 [00:38<00:04, 10.79it/s, v_num=9, loss/train=0.191, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.191, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  89%|████████▉ | 419/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|████████▉ | 420/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.178, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|████████▉ | 420/469 [00:38<00:04, 10.80it/s, v_num=9, loss/train=0.152, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0778, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|████████▉ | 422/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|█████████ | 423/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.156, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.156, alignment/train=0.0758, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.181, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.181, alignment/train=0.087, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████ | 425/469 [00:39<00:04, 10.79it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.168, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████ | 426/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████ | 427/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.193, alignment/train=0.0849, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████▏| 428/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.166, alignment/train=0.0776, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  91%|█████████▏| 429/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0707, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.133, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.133, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 432/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.176, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 432/469 [00:39<00:03, 10.80it/s, v_num=9, loss/train=0.202, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.202, alignment/train=0.0721, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  92%|█████████▏| 433/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.189, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.189, alignment/train=0.0918, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 434/469 [00:40<00:03, 10.79it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 435/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.162, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 436/469 [00:40<00:03, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.169, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 437/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.157, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  93%|█████████▎| 438/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.226, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.226, alignment/train=0.095, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▎| 439/469 [00:40<00:02, 10.82it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.154, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 440/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.156, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.156, alignment/train=0.0767, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 441/469 [00:40<00:02, 10.81it/s, v_num=9, loss/train=0.192, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.192, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 442/469 [00:40<00:02, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  94%|█████████▍| 443/469 [00:41<00:02, 10.80it/s, v_num=9, loss/train=0.179, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.179, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▍| 444/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▍| 445/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.146, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▌| 446/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.146, alignment/train=0.0805, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▌| 446/469 [00:41<00:02, 10.81it/s, v_num=9, loss/train=0.152, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.152, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  95%|█████████▌| 447/469 [00:41<00:02, 10.82it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 449/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 450/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0748, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 450/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.164, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 451/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▌| 451/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  96%|█████████▋| 452/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 453/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.186, alignment/train=0.0866, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 453/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.153, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 454/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.195, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 455/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.195, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 455/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.195, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 456/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  97%|█████████▋| 457/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.161, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 458/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.161, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 458/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.152, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.152, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 459/469 [00:41<00:00, 10.95it/s, v_num=9, loss/train=0.145, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 460/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.145, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 460/469 [00:41<00:00, 10.96it/s, v_num=9, loss/train=0.141, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 461/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.141, alignment/train=0.0724, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  98%|█████████▊| 461/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.143, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.143, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▊| 462/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.159, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▊| 463/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.159, alignment/train=0.070, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▊| 463/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.163, alignment/train=0.0683, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▉| 464/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▉| 465/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▉| 465/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.179, alignment/train=0.0868, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27:  99%|█████████▉| 466/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.139, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 467/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 468/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|█████████▉| 468/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.181, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|██████████| 469/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.181, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]
Epoch 27: 100%|██████████| 469/469 [00:42<00:00, 11.08it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.959]

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Epoch 27: 100%|██████████| 469/469 [00:49<00:00,  9.53it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 27: 100%|██████████| 469/469 [00:49<00:00,  9.53it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 27:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   0%|          | 1/469 [00:01<11:49,  0.66it/s, v_num=9, loss/train=0.137, alignment/train=0.0862, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   0%|          | 1/469 [00:01<11:50,  0.66it/s, v_num=9, loss/train=0.140, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   0%|          | 2/469 [00:01<06:28,  1.20it/s, v_num=9, loss/train=0.140, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   0%|          | 2/469 [00:01<06:28,  1.20it/s, v_num=9, loss/train=0.203, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|          | 3/469 [00:01<04:26,  1.75it/s, v_num=9, loss/train=0.203, alignment/train=0.0887, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|          | 3/469 [00:01<04:26,  1.75it/s, v_num=9, loss/train=0.187, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|          | 4/469 [00:01<03:32,  2.18it/s, v_num=9, loss/train=0.187, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|          | 4/469 [00:01<03:32,  2.18it/s, v_num=9, loss/train=0.179, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|          | 5/469 [00:01<02:56,  2.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0734, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|          | 5/469 [00:01<02:56,  2.63it/s, v_num=9, loss/train=0.145, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|▏         | 6/469 [00:02<02:34,  3.00it/s, v_num=9, loss/train=0.145, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|▏         | 6/469 [00:02<02:34,  2.99it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|▏         | 7/469 [00:02<02:16,  3.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   1%|▏         | 7/469 [00:02<02:16,  3.39it/s, v_num=9, loss/train=0.149, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 8/469 [00:02<02:03,  3.72it/s, v_num=9, loss/train=0.149, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 8/469 [00:02<02:04,  3.71it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.197, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 9/469 [00:02<02:00,  3.81it/s, v_num=9, loss/train=0.137, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 10/469 [00:02<01:50,  4.15it/s, v_num=9, loss/train=0.137, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 10/469 [00:02<01:50,  4.15it/s, v_num=9, loss/train=0.180, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 11/469 [00:02<01:42,  4.46it/s, v_num=9, loss/train=0.180, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   2%|▏         | 11/469 [00:02<01:42,  4.46it/s, v_num=9, loss/train=0.170, alignment/train=0.0798, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 12/469 [00:02<01:38,  4.66it/s, v_num=9, loss/train=0.170, alignment/train=0.0798, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 12/469 [00:02<01:38,  4.65it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 13/469 [00:02<01:32,  4.92it/s, v_num=9, loss/train=0.186, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 13/469 [00:02<01:32,  4.92it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 14/469 [00:02<01:27,  5.19it/s, v_num=9, loss/train=0.159, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 14/469 [00:02<01:27,  5.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 15/469 [00:02<01:24,  5.39it/s, v_num=9, loss/train=0.170, alignment/train=0.0917, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 15/469 [00:02<01:24,  5.39it/s, v_num=9, loss/train=0.164, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 16/469 [00:02<01:20,  5.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0816, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   3%|▎         | 16/469 [00:02<01:20,  5.63it/s, v_num=9, loss/train=0.141, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▎         | 17/469 [00:02<01:19,  5.71it/s, v_num=9, loss/train=0.141, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▎         | 17/469 [00:02<01:19,  5.70it/s, v_num=9, loss/train=0.135, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 18/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.135, alignment/train=0.0754, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 18/469 [00:03<01:17,  5.81it/s, v_num=9, loss/train=0.141, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 19/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.141, alignment/train=0.077, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 19/469 [00:03<01:15,  5.95it/s, v_num=9, loss/train=0.154, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 20/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.154, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 20/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.176, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 21/469 [00:03<01:11,  6.30it/s, v_num=9, loss/train=0.176, alignment/train=0.0797, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   4%|▍         | 21/469 [00:03<01:11,  6.29it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▍         | 22/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.163, alignment/train=0.0797, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▍         | 22/469 [00:03<01:10,  6.34it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▍         | 23/469 [00:03<01:08,  6.52it/s, v_num=9, loss/train=0.201, alignment/train=0.0897, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▍         | 23/469 [00:03<01:08,  6.52it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▌         | 24/469 [00:03<01:06,  6.67it/s, v_num=9, loss/train=0.177, alignment/train=0.0805, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▌         | 24/469 [00:03<01:06,  6.67it/s, v_num=9, loss/train=0.164, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▌         | 25/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0789, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   5%|▌         | 25/469 [00:03<01:05,  6.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 26/469 [00:03<01:04,  6.82it/s, v_num=9, loss/train=0.146, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 26/469 [00:03<01:05,  6.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 27/469 [00:03<01:03,  6.93it/s, v_num=9, loss/train=0.169, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 27/469 [00:03<01:03,  6.93it/s, v_num=9, loss/train=0.167, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 28/469 [00:03<01:02,  7.03it/s, v_num=9, loss/train=0.167, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 28/469 [00:03<01:02,  7.03it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.157, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▌         | 29/469 [00:04<01:01,  7.12it/s, v_num=9, loss/train=0.156, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▋         | 30/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.156, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   6%|▋         | 30/469 [00:04<01:00,  7.26it/s, v_num=9, loss/train=0.208, alignment/train=0.0947, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 31/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.208, alignment/train=0.0947, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 31/469 [00:04<00:59,  7.32it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 32/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 32/469 [00:04<00:58,  7.45it/s, v_num=9, loss/train=0.213, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 33/469 [00:04<00:58,  7.51it/s, v_num=9, loss/train=0.213, alignment/train=0.0677, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 33/469 [00:04<00:58,  7.51it/s, v_num=9, loss/train=0.141, alignment/train=0.0769, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 34/469 [00:04<00:58,  7.44it/s, v_num=9, loss/train=0.141, alignment/train=0.0769, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 34/469 [00:04<00:58,  7.44it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 35/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.173, alignment/train=0.0739, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   7%|▋         | 35/469 [00:04<00:57,  7.56it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 36/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.155, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 36/469 [00:04<00:56,  7.68it/s, v_num=9, loss/train=0.159, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 37/469 [00:04<00:56,  7.69it/s, v_num=9, loss/train=0.159, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 37/469 [00:04<00:56,  7.69it/s, v_num=9, loss/train=0.140, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 38/469 [00:04<00:55,  7.81it/s, v_num=9, loss/train=0.140, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 38/469 [00:04<00:55,  7.81it/s, v_num=9, loss/train=0.148, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 39/469 [00:04<00:54,  7.89it/s, v_num=9, loss/train=0.148, alignment/train=0.0822, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   8%|▊         | 39/469 [00:04<00:54,  7.88it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▊         | 40/469 [00:05<00:53,  8.00it/s, v_num=9, loss/train=0.169, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▊         | 40/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▊         | 41/469 [00:05<00:53,  8.06it/s, v_num=9, loss/train=0.177, alignment/train=0.0785, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▊         | 41/469 [00:05<00:53,  8.06it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▉         | 42/469 [00:05<00:52,  8.09it/s, v_num=9, loss/train=0.157, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▉         | 42/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.165, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▉         | 43/469 [00:05<00:52,  8.12it/s, v_num=9, loss/train=0.165, alignment/train=0.0751, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▉         | 43/469 [00:05<00:52,  8.12it/s, v_num=9, loss/train=0.161, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▉         | 44/469 [00:05<00:52,  8.12it/s, v_num=9, loss/train=0.161, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   9%|▉         | 44/469 [00:05<00:52,  8.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|▉         | 45/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.167, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|▉         | 45/469 [00:05<00:51,  8.22it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|▉         | 46/469 [00:05<00:51,  8.28it/s, v_num=9, loss/train=0.168, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|▉         | 46/469 [00:05<00:51,  8.27it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|█         | 47/469 [00:05<00:51,  8.27it/s, v_num=9, loss/train=0.195, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|█         | 47/469 [00:05<00:51,  8.26it/s, v_num=9, loss/train=0.170, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|█         | 48/469 [00:05<00:50,  8.31it/s, v_num=9, loss/train=0.170, alignment/train=0.0712, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|█         | 48/469 [00:05<00:50,  8.30it/s, v_num=9, loss/train=0.138, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|█         | 49/469 [00:05<00:50,  8.38it/s, v_num=9, loss/train=0.138, alignment/train=0.0679, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  10%|█         | 49/469 [00:05<00:50,  8.38it/s, v_num=9, loss/train=0.172, alignment/train=0.0887, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█         | 50/469 [00:05<00:49,  8.41it/s, v_num=9, loss/train=0.172, alignment/train=0.0887, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█         | 50/469 [00:05<00:49,  8.41it/s, v_num=9, loss/train=0.198, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█         | 51/469 [00:06<00:49,  8.50it/s, v_num=9, loss/train=0.198, alignment/train=0.0932, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█         | 51/469 [00:06<00:49,  8.49it/s, v_num=9, loss/train=0.145, alignment/train=0.0764, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█         | 52/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.145, alignment/train=0.0764, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█         | 52/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█▏        | 53/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.174, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  11%|█▏        | 53/469 [00:06<00:48,  8.53it/s, v_num=9, loss/train=0.169, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 54/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.169, alignment/train=0.0727, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 54/469 [00:06<00:48,  8.56it/s, v_num=9, loss/train=0.141, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 55/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.141, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 55/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.192, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 56/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.192, alignment/train=0.0739, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 56/469 [00:06<00:47,  8.69it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 57/469 [00:06<00:47,  8.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 57/469 [00:06<00:47,  8.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 58/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.158, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  12%|█▏        | 58/469 [00:06<00:47,  8.71it/s, v_num=9, loss/train=0.184, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 59/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 59/469 [00:06<00:46,  8.75it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 60/469 [00:06<00:46,  8.80it/s, v_num=9, loss/train=0.194, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 60/469 [00:06<00:46,  8.80it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 61/469 [00:06<00:46,  8.87it/s, v_num=9, loss/train=0.154, alignment/train=0.0763, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 61/469 [00:06<00:46,  8.87it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 62/469 [00:06<00:45,  8.86it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 62/469 [00:06<00:45,  8.86it/s, v_num=9, loss/train=0.161, alignment/train=0.0634, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 63/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.161, alignment/train=0.0634, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  13%|█▎        | 63/469 [00:07<00:45,  8.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▎        | 64/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.156, alignment/train=0.0675, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▎        | 64/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 65/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 65/469 [00:07<00:45,  8.92it/s, v_num=9, loss/train=0.166, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 66/469 [00:07<00:44,  8.97it/s, v_num=9, loss/train=0.166, alignment/train=0.0775, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 66/469 [00:07<00:44,  8.96it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 67/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.158, alignment/train=0.0762, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 67/469 [00:07<00:44,  9.02it/s, v_num=9, loss/train=0.207, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 68/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.207, alignment/train=0.088, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  14%|█▍        | 68/469 [00:07<00:44,  9.00it/s, v_num=9, loss/train=0.173, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▍        | 69/469 [00:07<00:44,  9.07it/s, v_num=9, loss/train=0.173, alignment/train=0.0689, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▍        | 69/469 [00:07<00:44,  9.07it/s, v_num=9, loss/train=0.187, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▍        | 70/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.187, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▍        | 70/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▌        | 71/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▌        | 71/469 [00:07<00:43,  9.12it/s, v_num=9, loss/train=0.195, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▌        | 72/469 [00:07<00:43,  9.13it/s, v_num=9, loss/train=0.195, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  15%|█▌        | 72/469 [00:07<00:43,  9.13it/s, v_num=9, loss/train=0.154, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 73/469 [00:07<00:43,  9.19it/s, v_num=9, loss/train=0.154, alignment/train=0.0797, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 73/469 [00:07<00:43,  9.19it/s, v_num=9, loss/train=0.205, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 74/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.205, alignment/train=0.0794, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 74/469 [00:08<00:42,  9.20it/s, v_num=9, loss/train=0.150, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 75/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.150, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 75/469 [00:08<00:42,  9.25it/s, v_num=9, loss/train=0.146, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 76/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.146, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▌        | 76/469 [00:08<00:42,  9.26it/s, v_num=9, loss/train=0.163, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▋        | 77/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.163, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  16%|█▋        | 77/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.187, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 78/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.187, alignment/train=0.0835, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 78/469 [00:08<00:42,  9.27it/s, v_num=9, loss/train=0.148, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 79/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.148, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 79/469 [00:08<00:41,  9.33it/s, v_num=9, loss/train=0.193, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 80/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.193, alignment/train=0.0889, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 80/469 [00:08<00:41,  9.32it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 81/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.168, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 81/469 [00:08<00:41,  9.34it/s, v_num=9, loss/train=0.187, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 82/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.187, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  17%|█▋        | 82/469 [00:08<00:41,  9.35it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 83/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 83/469 [00:08<00:41,  9.37it/s, v_num=9, loss/train=0.138, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 84/469 [00:08<00:40,  9.40it/s, v_num=9, loss/train=0.138, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 84/469 [00:08<00:40,  9.40it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 85/469 [00:08<00:40,  9.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 85/469 [00:08<00:40,  9.45it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 86/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.164, alignment/train=0.0723, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  18%|█▊        | 86/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▊        | 87/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.163, alignment/train=0.0873, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▊        | 87/469 [00:09<00:40,  9.46it/s, v_num=9, loss/train=0.194, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 88/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.194, alignment/train=0.083, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 88/469 [00:09<00:40,  9.47it/s, v_num=9, loss/train=0.195, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 89/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.195, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 89/469 [00:09<00:39,  9.50it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 90/469 [00:09<00:39,  9.52it/s, v_num=9, loss/train=0.169, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 90/469 [00:09<00:39,  9.52it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 91/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.152, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  19%|█▉        | 91/469 [00:09<00:39,  9.53it/s, v_num=9, loss/train=0.144, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|█▉        | 92/469 [00:09<00:39,  9.57it/s, v_num=9, loss/train=0.144, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|█▉        | 92/469 [00:09<00:39,  9.57it/s, v_num=9, loss/train=0.156, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|█▉        | 93/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.156, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|█▉        | 93/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.164, alignment/train=0.0898, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|██        | 94/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.164, alignment/train=0.0898, uniformity/train=-3.58, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|██        | 94/469 [00:09<00:39,  9.54it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|██        | 95/469 [00:09<00:39,  9.59it/s, v_num=9, loss/train=0.162, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|██        | 95/469 [00:09<00:39,  9.59it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|██        | 96/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.156, alignment/train=0.0691, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  20%|██        | 96/469 [00:10<00:38,  9.59it/s, v_num=9, loss/train=0.201, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██        | 97/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.201, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██        | 97/469 [00:10<00:38,  9.61it/s, v_num=9, loss/train=0.132, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██        | 98/469 [00:10<00:38,  9.66it/s, v_num=9, loss/train=0.132, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██        | 98/469 [00:10<00:38,  9.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██        | 99/469 [00:10<00:38,  9.69it/s, v_num=9, loss/train=0.179, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██        | 99/469 [00:10<00:38,  9.69it/s, v_num=9, loss/train=0.131, alignment/train=0.0676, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██▏       | 100/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.131, alignment/train=0.0676, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  21%|██▏       | 100/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 101/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0723, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 101/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 102/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.150, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 102/469 [00:10<00:37,  9.70it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 103/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0765, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 103/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 104/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.169, alignment/train=0.0857, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 104/469 [00:10<00:37,  9.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 105/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  22%|██▏       | 105/469 [00:10<00:37,  9.73it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 106/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.197, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 106/469 [00:10<00:37,  9.74it/s, v_num=9, loss/train=0.158, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 107/469 [00:10<00:37,  9.78it/s, v_num=9, loss/train=0.158, alignment/train=0.0754, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 107/469 [00:10<00:37,  9.78it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 108/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.199, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 108/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 109/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0807, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 109/469 [00:11<00:36,  9.79it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 110/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.143, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  23%|██▎       | 110/469 [00:11<00:36,  9.83it/s, v_num=9, loss/train=0.148, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▎       | 111/469 [00:11<00:36,  9.82it/s, v_num=9, loss/train=0.148, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▎       | 111/469 [00:11<00:36,  9.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▍       | 112/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.163, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▍       | 112/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▍       | 113/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.143, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▍       | 113/469 [00:11<00:36,  9.81it/s, v_num=9, loss/train=0.189, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▍       | 114/469 [00:11<00:36,  9.85it/s, v_num=9, loss/train=0.189, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  24%|██▍       | 114/469 [00:11<00:36,  9.85it/s, v_num=9, loss/train=0.178, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▍       | 115/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.178, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▍       | 115/469 [00:11<00:35,  9.85it/s, v_num=9, loss/train=0.199, alignment/train=0.0646, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▍       | 116/469 [00:11<00:35,  9.87it/s, v_num=9, loss/train=0.199, alignment/train=0.0646, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▍       | 116/469 [00:11<00:35,  9.87it/s, v_num=9, loss/train=0.147, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▍       | 117/469 [00:11<00:35,  9.90it/s, v_num=9, loss/train=0.147, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▍       | 117/469 [00:11<00:35,  9.90it/s, v_num=9, loss/train=0.147, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▌       | 118/469 [00:11<00:35,  9.94it/s, v_num=9, loss/train=0.147, alignment/train=0.0772, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▌       | 118/469 [00:11<00:35,  9.94it/s, v_num=9, loss/train=0.196, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▌       | 119/469 [00:12<00:35,  9.91it/s, v_num=9, loss/train=0.196, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  25%|██▌       | 119/469 [00:12<00:35,  9.91it/s, v_num=9, loss/train=0.134, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 120/469 [00:12<00:35,  9.90it/s, v_num=9, loss/train=0.134, alignment/train=0.0741, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 120/469 [00:12<00:35,  9.90it/s, v_num=9, loss/train=0.162, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 121/469 [00:12<00:35,  9.93it/s, v_num=9, loss/train=0.162, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 121/469 [00:12<00:35,  9.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 122/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.156, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 122/469 [00:12<00:34,  9.93it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 123/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.159, alignment/train=0.0828, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▌       | 123/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▋       | 124/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.169, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  26%|██▋       | 124/469 [00:12<00:34,  9.94it/s, v_num=9, loss/train=0.134, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 125/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.134, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 125/469 [00:12<00:34,  9.95it/s, v_num=9, loss/train=0.150, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 126/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.150, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 126/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 127/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.162, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 127/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.163, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 128/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.163, alignment/train=0.0786, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  27%|██▋       | 128/469 [00:12<00:34,  9.97it/s, v_num=9, loss/train=0.164, alignment/train=0.0925, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 129/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.164, alignment/train=0.0925, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 129/469 [00:12<00:34,  9.99it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.166, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 130/469 [00:12<00:33, 10.01it/s, v_num=9, loss/train=0.115, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 131/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.115, alignment/train=0.071, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 131/469 [00:13<00:33, 10.04it/s, v_num=9, loss/train=0.183, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 132/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.183, alignment/train=0.0776, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 132/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 133/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  28%|██▊       | 133/469 [00:13<00:33, 10.02it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▊       | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.180, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▊       | 134/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.152, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 135/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.152, alignment/train=0.0775, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 135/469 [00:13<00:33, 10.05it/s, v_num=9, loss/train=0.179, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 136/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.179, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 136/469 [00:13<00:33, 10.08it/s, v_num=9, loss/train=0.180, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.180, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 137/469 [00:13<00:32, 10.09it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 138/469 [00:13<00:32, 10.12it/s, v_num=9, loss/train=0.182, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  29%|██▉       | 138/469 [00:13<00:32, 10.11it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|██▉       | 139/469 [00:13<00:32, 10.15it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|██▉       | 139/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|██▉       | 140/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=0.177, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|██▉       | 140/469 [00:13<00:32, 10.14it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|███       | 141/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=0.160, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|███       | 141/469 [00:13<00:32, 10.13it/s, v_num=9, loss/train=0.166, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|███       | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.166, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|███       | 142/469 [00:14<00:32, 10.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|███       | 143/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.167, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  30%|███       | 143/469 [00:14<00:32, 10.13it/s, v_num=9, loss/train=0.152, alignment/train=0.0878, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███       | 144/469 [00:14<00:31, 10.16it/s, v_num=9, loss/train=0.152, alignment/train=0.0878, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███       | 144/469 [00:14<00:32, 10.16it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███       | 145/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.154, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███       | 145/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███       | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.178, alignment/train=0.0783, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███       | 146/469 [00:14<00:31, 10.10it/s, v_num=9, loss/train=0.204, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.204, alignment/train=0.0825, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  31%|███▏      | 147/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.130, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.130, alignment/train=0.0779, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 148/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.156, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 149/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.156, alignment/train=0.0665, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 149/469 [00:14<00:31, 10.18it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 150/469 [00:14<00:31, 10.14it/s, v_num=9, loss/train=0.191, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 150/469 [00:14<00:31, 10.13it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 151/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.156, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 151/469 [00:14<00:31, 10.12it/s, v_num=9, loss/train=0.152, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.152, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  32%|███▏      | 152/469 [00:14<00:31, 10.15it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 153/469 [00:15<00:31, 10.18it/s, v_num=9, loss/train=0.181, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 153/469 [00:15<00:31, 10.18it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 154/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 154/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.135, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.135, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 155/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.152, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.152, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 156/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.170, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 157/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.170, alignment/train=0.0873, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  33%|███▎      | 157/469 [00:15<00:30, 10.19it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▎      | 158/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.181, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▎      | 158/469 [00:15<00:30, 10.20it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▍      | 159/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▍      | 159/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▍      | 160/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.167, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▍      | 160/469 [00:15<00:30, 10.24it/s, v_num=9, loss/train=0.173, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▍      | 161/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.173, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  34%|███▍      | 161/469 [00:15<00:30, 10.23it/s, v_num=9, loss/train=0.170, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▍      | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.170, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▍      | 162/469 [00:15<00:30, 10.22it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▍      | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.137, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▍      | 163/469 [00:15<00:29, 10.24it/s, v_num=9, loss/train=0.137, alignment/train=0.0653, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▍      | 164/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.137, alignment/train=0.0653, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▍      | 164/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▌      | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.161, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▌      | 165/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.166, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▌      | 166/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.166, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  35%|███▌      | 166/469 [00:16<00:29, 10.24it/s, v_num=9, loss/train=0.142, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 167/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.142, alignment/train=0.0706, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 167/469 [00:16<00:29, 10.25it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 168/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.155, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 168/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.158, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 169/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.158, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 169/469 [00:16<00:29, 10.27it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 170/469 [00:16<00:29, 10.29it/s, v_num=9, loss/train=0.167, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▌      | 170/469 [00:16<00:29, 10.29it/s, v_num=9, loss/train=0.171, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▋      | 171/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.171, alignment/train=0.0895, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  36%|███▋      | 171/469 [00:16<00:29, 10.26it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 172/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.163, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 172/469 [00:16<00:28, 10.25it/s, v_num=9, loss/train=0.140, alignment/train=0.070, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.140, alignment/train=0.070, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 173/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.171, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 174/469 [00:16<00:28, 10.28it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 175/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.150, alignment/train=0.0808, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  37%|███▋      | 175/469 [00:17<00:28, 10.27it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.160, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 176/469 [00:17<00:28, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.166, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 177/469 [00:17<00:28, 10.32it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.161, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 178/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.172, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 179/469 [00:17<00:28, 10.30it/s, v_num=9, loss/train=0.155, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.155, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  38%|███▊      | 180/469 [00:17<00:28, 10.31it/s, v_num=9, loss/train=0.140, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▊      | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.140, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▊      | 181/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.153, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 182/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.153, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 182/469 [00:17<00:27, 10.32it/s, v_num=9, loss/train=0.156, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.156, alignment/train=0.0713, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 183/469 [00:17<00:27, 10.34it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.153, alignment/train=0.0734, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 184/469 [00:17<00:27, 10.31it/s, v_num=9, loss/train=0.155, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.155, alignment/train=0.0858, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  39%|███▉      | 185/469 [00:17<00:27, 10.33it/s, v_num=9, loss/train=0.161, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|███▉      | 186/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.161, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|███▉      | 186/469 [00:17<00:27, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|███▉      | 187/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.192, alignment/train=0.089, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|███▉      | 187/469 [00:18<00:27, 10.35it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|████      | 188/469 [00:18<00:27, 10.37it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|████      | 188/469 [00:18<00:27, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|████      | 189/469 [00:18<00:27, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0724, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  40%|████      | 189/469 [00:18<00:27, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.159, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 190/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.188, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 191/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.188, alignment/train=0.079, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 191/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.190, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 192/469 [00:18<00:26, 10.38it/s, v_num=9, loss/train=0.169, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 193/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.169, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████      | 193/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.198, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████▏     | 194/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.198, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  41%|████▏     | 194/469 [00:18<00:26, 10.39it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.174, alignment/train=0.0782, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 195/469 [00:18<00:26, 10.37it/s, v_num=9, loss/train=0.190, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.190, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 196/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 197/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0748, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 197/469 [00:18<00:26, 10.40it/s, v_num=9, loss/train=0.127, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 198/469 [00:19<00:26, 10.40it/s, v_num=9, loss/train=0.127, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 198/469 [00:19<00:26, 10.40it/s, v_num=9, loss/train=0.159, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 199/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.159, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  42%|████▏     | 199/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.204, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.204, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 200/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.152, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.152, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 201/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.157, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 202/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.157, alignment/train=0.0716, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 202/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.176, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 203/469 [00:19<00:25, 10.40it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0805, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  43%|████▎     | 204/469 [00:19<00:25, 10.42it/s, v_num=9, loss/train=0.167, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▎     | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.167, alignment/train=0.0791, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▎     | 205/469 [00:19<00:25, 10.44it/s, v_num=9, loss/train=0.208, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.208, alignment/train=0.0767, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▍     | 206/469 [00:19<00:25, 10.43it/s, v_num=9, loss/train=0.162, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▍     | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▍     | 207/469 [00:19<00:25, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0937, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▍     | 208/469 [00:19<00:24, 10.45it/s, v_num=9, loss/train=0.168, alignment/train=0.0937, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  44%|████▍     | 208/469 [00:19<00:24, 10.45it/s, v_num=9, loss/train=0.146, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▍     | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.146, alignment/train=0.0666, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▍     | 209/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.201, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.201, alignment/train=0.0884, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▍     | 210/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.171, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▍     | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.171, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▍     | 211/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▌     | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.172, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▌     | 212/469 [00:20<00:24, 10.44it/s, v_num=9, loss/train=0.161, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▌     | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.161, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  45%|████▌     | 213/469 [00:20<00:24, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▌     | 214/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▌     | 214/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.147, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▌     | 215/469 [00:20<00:24, 10.47it/s, v_num=9, loss/train=0.147, alignment/train=0.0818, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▌     | 215/469 [00:20<00:24, 10.46it/s, v_num=9, loss/train=0.162, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▌     | 216/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.162, alignment/train=0.0691, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▌     | 216/469 [00:20<00:24, 10.48it/s, v_num=9, loss/train=0.166, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.166, alignment/train=0.0697, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▋     | 217/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.179, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▋     | 218/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.179, alignment/train=0.0676, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  46%|████▋     | 218/469 [00:20<00:24, 10.45it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 219/469 [00:20<00:23, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.173, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 220/469 [00:21<00:23, 10.46it/s, v_num=9, loss/train=0.151, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0715, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 221/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 222/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  47%|████▋     | 222/469 [00:21<00:23, 10.50it/s, v_num=9, loss/train=0.150, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.150, alignment/train=0.0793, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 223/469 [00:21<00:23, 10.52it/s, v_num=9, loss/train=0.145, alignment/train=0.0634, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 224/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.145, alignment/train=0.0634, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 224/469 [00:21<00:23, 10.51it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 225/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.180, alignment/train=0.0716, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 225/469 [00:21<00:23, 10.48it/s, v_num=9, loss/train=0.163, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.163, alignment/train=0.0807, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 226/469 [00:21<00:23, 10.47it/s, v_num=9, loss/train=0.179, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.179, alignment/train=0.0774, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  48%|████▊     | 227/469 [00:21<00:23, 10.49it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▊     | 228/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.178, alignment/train=0.0852, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▊     | 228/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.144, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.144, alignment/train=0.0769, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 229/469 [00:21<00:22, 10.48it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0773, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 230/469 [00:21<00:22, 10.50it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 231/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0765, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 231/469 [00:21<00:22, 10.52it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 232/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.174, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  49%|████▉     | 232/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|████▉     | 233/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.085, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|████▉     | 233/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|████▉     | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.141, alignment/train=0.073, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|████▉     | 234/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.196, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|█████     | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.196, alignment/train=0.0938, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|█████     | 235/469 [00:22<00:22, 10.50it/s, v_num=9, loss/train=0.149, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|█████     | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.149, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  50%|█████     | 236/469 [00:22<00:22, 10.51it/s, v_num=9, loss/train=0.187, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 237/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.187, alignment/train=0.0925, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 237/469 [00:22<00:22, 10.53it/s, v_num=9, loss/train=0.141, alignment/train=0.0692, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.141, alignment/train=0.0692, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 238/469 [00:22<00:21, 10.50it/s, v_num=9, loss/train=0.160, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.160, alignment/train=0.0774, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 239/469 [00:22<00:21, 10.51it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 240/469 [00:22<00:21, 10.53it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████     | 240/469 [00:22<00:21, 10.52it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  51%|█████▏    | 241/469 [00:22<00:21, 10.54it/s, v_num=9, loss/train=0.183, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.183, alignment/train=0.0845, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 242/469 [00:22<00:21, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 243/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 243/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.146, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.146, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 244/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 245/469 [00:23<00:21, 10.53it/s, v_num=9, loss/train=0.173, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  52%|█████▏    | 246/469 [00:23<00:21, 10.54it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.160, alignment/train=0.086, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 247/469 [00:23<00:21, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 248/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.0724, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 248/469 [00:23<00:21, 10.52it/s, v_num=9, loss/train=0.199, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.199, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 249/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.159, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 250/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.159, alignment/train=0.0804, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  53%|█████▎    | 250/469 [00:23<00:20, 10.53it/s, v_num=9, loss/train=0.164, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▎    | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.164, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▎    | 251/469 [00:23<00:20, 10.52it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▎    | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.171, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▎    | 252/469 [00:23<00:20, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▍    | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.154, alignment/train=0.0837, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▍    | 253/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▍    | 254/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.159, alignment/train=0.0788, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▍    | 254/469 [00:24<00:20, 10.56it/s, v_num=9, loss/train=0.184, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▍    | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.184, alignment/train=0.0771, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  54%|█████▍    | 255/469 [00:24<00:20, 10.55it/s, v_num=9, loss/train=0.176, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▍    | 256/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.176, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▍    | 256/469 [00:24<00:20, 10.53it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▍    | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▍    | 257/469 [00:24<00:20, 10.54it/s, v_num=9, loss/train=0.148, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.148, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▌    | 258/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▌    | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.203, alignment/train=0.0829, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▌    | 259/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.183, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▌    | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.183, alignment/train=0.087, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  55%|█████▌    | 260/469 [00:24<00:19, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▌    | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.159, alignment/train=0.0703, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▌    | 261/469 [00:24<00:19, 10.56it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▌    | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.163, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▌    | 262/469 [00:24<00:19, 10.57it/s, v_num=9, loss/train=0.150, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▌    | 263/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.150, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▌    | 263/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▋    | 264/469 [00:24<00:19, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  56%|█████▋    | 264/469 [00:24<00:19, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.159, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 265/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.152, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 266/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 267/469 [00:25<00:19, 10.59it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.142, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 268/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 269/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.149, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  57%|█████▋    | 269/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.169, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.169, alignment/train=0.0802, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 270/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.165, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 271/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 272/469 [00:25<00:18, 10.59it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.154, alignment/train=0.0698, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 273/469 [00:25<00:18, 10.60it/s, v_num=9, loss/train=0.158, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.158, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  58%|█████▊    | 274/469 [00:25<00:18, 10.61it/s, v_num=9, loss/train=0.157, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0817, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▊    | 275/469 [00:25<00:18, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 276/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.182, alignment/train=0.0771, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 276/469 [00:25<00:18, 10.64it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 277/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 277/469 [00:25<00:18, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 278/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.219, alignment/train=0.0894, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 278/469 [00:26<00:17, 10.65it/s, v_num=9, loss/train=0.190, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.190, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  59%|█████▉    | 279/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.188, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|█████▉    | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.188, alignment/train=0.0765, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|█████▉    | 280/469 [00:26<00:17, 10.60it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|█████▉    | 281/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.175, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|██████    | 282/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|██████    | 282/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.148, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|██████    | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.148, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  60%|██████    | 283/469 [00:26<00:17, 10.61it/s, v_num=9, loss/train=0.177, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.177, alignment/train=0.0803, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 284/469 [00:26<00:17, 10.62it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 285/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.148, alignment/train=0.077, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.148, alignment/train=0.077, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 286/469 [00:26<00:17, 10.63it/s, v_num=9, loss/train=0.166, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 287/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0705, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████    | 287/469 [00:27<00:17, 10.62it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  61%|██████▏   | 288/469 [00:27<00:17, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.159, alignment/train=0.0768, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 289/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.157, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 290/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.183, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.183, alignment/train=0.0796, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 291/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.186, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.186, alignment/train=0.0901, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 292/469 [00:27<00:16, 10.62it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.172, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  62%|██████▏   | 293/469 [00:27<00:16, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 294/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.142, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 295/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.142, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 295/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.203, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.203, alignment/train=0.0846, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 296/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.178, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.178, alignment/train=0.0742, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  63%|██████▎   | 297/469 [00:27<00:16, 10.64it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▎   | 298/469 [00:27<00:16, 10.66it/s, v_num=9, loss/train=0.156, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▎   | 298/469 [00:27<00:16, 10.65it/s, v_num=9, loss/train=0.147, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.147, alignment/train=0.0792, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 299/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.173, alignment/train=0.078, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 300/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.179, alignment/train=0.0681, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 301/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.164, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  64%|██████▍   | 302/469 [00:28<00:15, 10.65it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▍   | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.166, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▍   | 303/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▍   | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.187, alignment/train=0.0795, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▍   | 304/469 [00:28<00:15, 10.64it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▌   | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.181, alignment/train=0.0768, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▌   | 305/469 [00:28<00:15, 10.66it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▌   | 306/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.172, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▌   | 306/469 [00:28<00:15, 10.67it/s, v_num=9, loss/train=0.169, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▌   | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  65%|██████▌   | 307/469 [00:28<00:15, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▌   | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0682, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▌   | 308/469 [00:28<00:15, 10.69it/s, v_num=9, loss/train=0.154, alignment/train=0.0662, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▌   | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.154, alignment/train=0.0662, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▌   | 309/469 [00:28<00:14, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▌   | 310/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0723, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▌   | 310/469 [00:28<00:14, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▋   | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.180, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  66%|██████▋   | 311/469 [00:29<00:14, 10.70it/s, v_num=9, loss/train=0.137, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.137, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 312/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.176, alignment/train=0.0742, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 313/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.151, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.151, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 314/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.189, alignment/train=0.0837, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 315/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.137, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 316/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.137, alignment/train=0.0806, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  67%|██████▋   | 316/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.182, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 317/469 [00:29<00:14, 10.67it/s, v_num=9, loss/train=0.188, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 318/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.188, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 318/469 [00:29<00:14, 10.68it/s, v_num=9, loss/train=0.160, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 319/469 [00:29<00:14, 10.69it/s, v_num=9, loss/train=0.156, alignment/train=0.066, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.156, alignment/train=0.066, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 320/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.148, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  68%|██████▊   | 321/469 [00:29<00:13, 10.70it/s, v_num=9, loss/train=0.133, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.133, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▊   | 322/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.172, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▉   | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▉   | 323/469 [00:30<00:13, 10.69it/s, v_num=9, loss/train=0.155, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▉   | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.155, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▉   | 324/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.142, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▉   | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.142, alignment/train=0.0699, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  69%|██████▉   | 325/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|██████▉   | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|██████▉   | 326/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|██████▉   | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.178, alignment/train=0.0874, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|██████▉   | 327/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|██████▉   | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.151, alignment/train=0.0756, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|██████▉   | 328/469 [00:30<00:13, 10.71it/s, v_num=9, loss/train=0.168, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0704, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|███████   | 329/469 [00:30<00:13, 10.70it/s, v_num=9, loss/train=0.152, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.152, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  70%|███████   | 330/469 [00:30<00:13, 10.68it/s, v_num=9, loss/train=0.173, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.173, alignment/train=0.0666, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 331/469 [00:30<00:12, 10.70it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.185, alignment/train=0.0823, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 332/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.152, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.152, alignment/train=0.0732, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 333/469 [00:31<00:12, 10.71it/s, v_num=9, loss/train=0.229, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.229, alignment/train=0.0723, uniformity/train=-3.53, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████   | 334/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.202, alignment/train=0.0791, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  71%|███████▏  | 335/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 336/469 [00:31<00:12, 10.74it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.154, alignment/train=0.0728, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 337/469 [00:31<00:12, 10.72it/s, v_num=9, loss/train=0.170, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.170, alignment/train=0.088, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 338/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 339/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.157, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 339/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  72%|███████▏  | 340/469 [00:31<00:12, 10.73it/s, v_num=9, loss/train=0.172, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 341/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.150, alignment/train=0.0798, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 342/469 [00:31<00:11, 10.73it/s, v_num=9, loss/train=0.199, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.199, alignment/train=0.0797, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 343/469 [00:31<00:11, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.160, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  73%|███████▎  | 344/469 [00:32<00:11, 10.71it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▎  | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.175, alignment/train=0.0796, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▎  | 345/469 [00:32<00:11, 10.72it/s, v_num=9, loss/train=0.144, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.144, alignment/train=0.0787, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 346/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0795, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 347/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.149, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 348/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.175, alignment/train=0.0849, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  74%|███████▍  | 349/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▍  | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.173, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▍  | 350/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▍  | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▍  | 351/469 [00:32<00:11, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▌  | 352/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.165, alignment/train=0.0829, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▌  | 352/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▌  | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0755, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▌  | 353/469 [00:32<00:10, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▌  | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0763, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  75%|███████▌  | 354/469 [00:32<00:10, 10.75it/s, v_num=9, loss/train=0.166, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▌  | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0854, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▌  | 355/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▌  | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▌  | 356/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.183, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▌  | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.183, alignment/train=0.0827, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▌  | 357/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0686, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▋  | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0686, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  76%|███████▋  | 358/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 359/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0848, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 360/469 [00:33<00:10, 10.74it/s, v_num=9, loss/train=0.142, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.142, alignment/train=0.0796, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 361/469 [00:33<00:10, 10.75it/s, v_num=9, loss/train=0.175, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.175, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 362/469 [00:33<00:09, 10.76it/s, v_num=9, loss/train=0.164, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.164, alignment/train=0.0788, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  77%|███████▋  | 363/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 364/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.163, alignment/train=0.0858, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 364/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.139, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 365/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.139, alignment/train=0.0781, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 365/469 [00:33<00:09, 10.75it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 366/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.156, alignment/train=0.0706, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 366/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.199, alignment/train=0.0979, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.199, alignment/train=0.0979, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 367/469 [00:34<00:09, 10.74it/s, v_num=9, loss/train=0.132, alignment/train=0.0699, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.132, alignment/train=0.0699, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  78%|███████▊  | 368/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.147, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.147, alignment/train=0.0693, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▊  | 369/469 [00:34<00:09, 10.75it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▉  | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.158, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▉  | 370/469 [00:34<00:09, 10.76it/s, v_num=9, loss/train=0.174, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▉  | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.174, alignment/train=0.0889, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▉  | 371/469 [00:34<00:09, 10.77it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▉  | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  79%|███████▉  | 372/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|███████▉  | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.190, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|███████▉  | 373/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.156, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|███████▉  | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.156, alignment/train=0.076, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|███████▉  | 374/469 [00:34<00:08, 10.76it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|███████▉  | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.181, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|███████▉  | 375/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.193, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|████████  | 376/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.193, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|████████  | 376/469 [00:34<00:08, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|████████  | 377/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  80%|████████  | 377/469 [00:34<00:08, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 378/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 378/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0877, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.180, alignment/train=0.0877, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 379/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 380/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0633, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.161, alignment/train=0.0633, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████  | 381/469 [00:35<00:08, 10.77it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████▏ | 382/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  81%|████████▏ | 382/469 [00:35<00:08, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 383/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.173, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 383/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.177, alignment/train=0.084, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 384/469 [00:35<00:07, 10.76it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.183, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 385/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.171, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  82%|████████▏ | 386/469 [00:35<00:07, 10.79it/s, v_num=9, loss/train=0.143, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.143, alignment/train=0.0706, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 387/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0701, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 388/469 [00:35<00:07, 10.78it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.186, alignment/train=0.0876, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 389/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 390/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 390/469 [00:36<00:07, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  83%|████████▎ | 391/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.210, alignment/train=0.0863, uniformity/train=-3.56, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▎ | 392/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 393/469 [00:36<00:07, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.182, alignment/train=0.0906, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 394/469 [00:36<00:06, 10.79it/s, v_num=9, loss/train=0.173, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.173, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 395/469 [00:36<00:06, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  84%|████████▍ | 396/469 [00:36<00:06, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.161, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▍ | 397/469 [00:36<00:06, 10.82it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▍ | 398/469 [00:36<00:06, 10.83it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▌ | 399/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.175, alignment/train=0.0812, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▌ | 399/469 [00:36<00:06, 10.78it/s, v_num=9, loss/train=0.164, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.164, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  85%|████████▌ | 400/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.172, alignment/train=0.0817, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 401/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.189, alignment/train=0.0822, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 402/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 403/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.167, alignment/train=0.0814, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 403/469 [00:37<00:06, 10.79it/s, v_num=9, loss/train=0.136, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 404/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.136, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▌ | 404/469 [00:37<00:06, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.183, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  86%|████████▋ | 405/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.195, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.195, alignment/train=0.0861, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 406/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 407/469 [00:37<00:05, 10.81it/s, v_num=9, loss/train=0.161, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 408/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.161, alignment/train=0.0794, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 408/469 [00:37<00:05, 10.79it/s, v_num=9, loss/train=0.197, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.197, alignment/train=0.0952, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 409/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.168, alignment/train=0.083, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  87%|████████▋ | 410/469 [00:37<00:05, 10.80it/s, v_num=9, loss/train=0.193, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.193, alignment/train=0.0911, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 411/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.153, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.153, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 412/469 [00:38<00:05, 10.81it/s, v_num=9, loss/train=0.166, alignment/train=0.0661, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.166, alignment/train=0.0661, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 413/469 [00:38<00:05, 10.82it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.188, alignment/train=0.0735, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 414/469 [00:38<00:05, 10.80it/s, v_num=9, loss/train=0.147, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0815, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  88%|████████▊ | 415/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.147, alignment/train=0.0708, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▊ | 416/469 [00:38<00:04, 10.81it/s, v_num=9, loss/train=0.207, alignment/train=0.0969, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.207, alignment/train=0.0969, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▉ | 417/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▉ | 418/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.162, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.162, alignment/train=0.0794, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  89%|████████▉ | 419/469 [00:38<00:04, 10.83it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.153, alignment/train=0.0777, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|████████▉ | 420/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0763, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.147, alignment/train=0.0763, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|████████▉ | 421/469 [00:38<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|████████▉ | 422/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.0785, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|████████▉ | 422/469 [00:39<00:04, 10.81it/s, v_num=9, loss/train=0.160, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.160, alignment/train=0.0867, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|█████████ | 423/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|█████████ | 424/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.170, alignment/train=0.0784, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  90%|█████████ | 424/469 [00:39<00:04, 10.82it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.215, alignment/train=0.088, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████ | 425/469 [00:39<00:04, 10.83it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.158, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████ | 426/469 [00:39<00:03, 10.81it/s, v_num=9, loss/train=0.145, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.145, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████ | 427/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.146, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.146, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████▏| 428/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.163, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  91%|█████████▏| 429/469 [00:39<00:03, 10.82it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 430/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.151, alignment/train=0.0768, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 430/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.191, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 431/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.191, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 431/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.159, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 432/469 [00:39<00:03, 10.83it/s, v_num=9, loss/train=0.155, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.155, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  92%|█████████▏| 433/469 [00:39<00:03, 10.84it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 434/469 [00:40<00:03, 10.83it/s, v_num=9, loss/train=0.197, alignment/train=0.0916, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.197, alignment/train=0.0916, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 435/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.159, alignment/train=0.0819, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 436/469 [00:40<00:03, 10.84it/s, v_num=9, loss/train=0.137, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.137, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 437/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.160, alignment/train=0.0842, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  93%|█████████▎| 438/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.174, alignment/train=0.0882, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0882, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▎| 439/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.176, alignment/train=0.0792, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 440/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.145, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.145, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 441/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 442/469 [00:40<00:02, 10.84it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.196, alignment/train=0.0827, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  94%|█████████▍| 443/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0942, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.171, alignment/train=0.0942, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▍| 444/469 [00:40<00:02, 10.83it/s, v_num=9, loss/train=0.163, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.163, alignment/train=0.0847, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▍| 445/469 [00:41<00:02, 10.84it/s, v_num=9, loss/train=0.153, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.153, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▌| 446/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.162, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  95%|█████████▌| 447/469 [00:41<00:02, 10.85it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.174, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 448/469 [00:41<00:01, 10.83it/s, v_num=9, loss/train=0.214, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.214, alignment/train=0.0761, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 449/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.179, alignment/train=0.0895, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 450/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.145, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▌| 451/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.148, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.148, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  96%|█████████▋| 452/469 [00:41<00:01, 10.87it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.166, alignment/train=0.0821, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 453/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.142, alignment/train=0.0861, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.142, alignment/train=0.0861, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 454/469 [00:41<00:01, 10.90it/s, v_num=9, loss/train=0.181, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.181, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 455/469 [00:41<00:01, 10.92it/s, v_num=9, loss/train=0.181, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.181, alignment/train=0.0859, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 456/469 [00:41<00:01, 10.93it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.163, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  97%|█████████▋| 457/469 [00:41<00:01, 10.95it/s, v_num=9, loss/train=0.202, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.202, alignment/train=0.0792, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 458/469 [00:41<00:01, 10.96it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 459/469 [00:41<00:00, 10.98it/s, v_num=9, loss/train=0.164, alignment/train=0.0835, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 459/469 [00:41<00:00, 10.97it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.172, alignment/train=0.0802, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 460/469 [00:41<00:00, 10.99it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  98%|█████████▊| 461/469 [00:41<00:00, 11.00it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.191, alignment/train=0.0696, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▊| 462/469 [00:41<00:00, 11.02it/s, v_num=9, loss/train=0.155, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.155, alignment/train=0.0713, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▊| 463/469 [00:41<00:00, 11.03it/s, v_num=9, loss/train=0.151, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.151, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▉| 464/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.173, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▉| 465/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.150, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.150, alignment/train=0.0697, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:  99%|█████████▉| 466/469 [00:42<00:00, 11.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.164, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 467/469 [00:42<00:00, 11.09it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.167, alignment/train=0.0712, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|█████████▉| 468/469 [00:42<00:00, 11.10it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.155, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|██████████| 469/469 [00:42<00:00, 11.11it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.368, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]

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Epoch 28: 100%|██████████| 469/469 [00:48<00:00,  9.77it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28: 100%|██████████| 469/469 [00:48<00:00,  9.77it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 28:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   0%|          | 0/469 [00:00<?, ?it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   0%|          | 1/469 [00:01<11:33,  0.67it/s, v_num=9, loss/train=0.127, alignment/train=0.0611, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   0%|          | 1/469 [00:01<11:34,  0.67it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   0%|          | 2/469 [00:01<06:30,  1.20it/s, v_num=9, loss/train=0.163, alignment/train=0.0817, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   0%|          | 2/469 [00:01<06:30,  1.19it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|          | 3/469 [00:01<04:36,  1.69it/s, v_num=9, loss/train=0.164, alignment/train=0.077, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|          | 3/469 [00:01<04:36,  1.69it/s, v_num=9, loss/train=0.149, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|          | 4/469 [00:01<03:33,  2.18it/s, v_num=9, loss/train=0.149, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|          | 4/469 [00:01<03:33,  2.18it/s, v_num=9, loss/train=0.165, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|          | 5/469 [00:01<03:01,  2.56it/s, v_num=9, loss/train=0.165, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|          | 5/469 [00:01<03:01,  2.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|▏         | 6/469 [00:02<02:34,  2.99it/s, v_num=9, loss/train=0.172, alignment/train=0.0684, uniformity/train=-3.53, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|▏         | 6/469 [00:02<02:34,  2.99it/s, v_num=9, loss/train=0.151, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|▏         | 7/469 [00:02<02:16,  3.38it/s, v_num=9, loss/train=0.151, alignment/train=0.0729, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   1%|▏         | 7/469 [00:02<02:17,  3.37it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 8/469 [00:02<02:05,  3.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0741, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 8/469 [00:02<02:05,  3.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 9/469 [00:02<01:54,  4.02it/s, v_num=9, loss/train=0.165, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 9/469 [00:02<01:54,  4.02it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 10/469 [00:02<01:47,  4.27it/s, v_num=9, loss/train=0.147, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 10/469 [00:02<01:47,  4.26it/s, v_num=9, loss/train=0.153, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 11/469 [00:02<01:42,  4.48it/s, v_num=9, loss/train=0.153, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   2%|▏         | 11/469 [00:02<01:42,  4.48it/s, v_num=9, loss/train=0.148, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 12/469 [00:02<01:37,  4.68it/s, v_num=9, loss/train=0.148, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 12/469 [00:02<01:37,  4.68it/s, v_num=9, loss/train=0.166, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 13/469 [00:02<01:33,  4.88it/s, v_num=9, loss/train=0.166, alignment/train=0.0726, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 13/469 [00:02<01:33,  4.87it/s, v_num=9, loss/train=0.155, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 14/469 [00:02<01:28,  5.14it/s, v_num=9, loss/train=0.155, alignment/train=0.0812, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 14/469 [00:02<01:28,  5.14it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 15/469 [00:02<01:25,  5.31it/s, v_num=9, loss/train=0.180, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 15/469 [00:02<01:25,  5.31it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 16/469 [00:02<01:21,  5.56it/s, v_num=9, loss/train=0.177, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   3%|▎         | 16/469 [00:02<01:21,  5.55it/s, v_num=9, loss/train=0.198, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▎         | 17/469 [00:03<01:20,  5.63it/s, v_num=9, loss/train=0.198, alignment/train=0.0848, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▎         | 17/469 [00:03<01:20,  5.63it/s, v_num=9, loss/train=0.136, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 18/469 [00:03<01:17,  5.85it/s, v_num=9, loss/train=0.136, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 18/469 [00:03<01:17,  5.85it/s, v_num=9, loss/train=0.190, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 19/469 [00:03<01:16,  5.91it/s, v_num=9, loss/train=0.190, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 19/469 [00:03<01:16,  5.91it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 20/469 [00:03<01:14,  6.01it/s, v_num=9, loss/train=0.185, alignment/train=0.0879, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 20/469 [00:03<01:14,  6.01it/s, v_num=9, loss/train=0.174, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 21/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0923, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   4%|▍         | 21/469 [00:03<01:13,  6.10it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▍         | 22/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.174, alignment/train=0.0791, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▍         | 22/469 [00:03<01:11,  6.27it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▍         | 23/469 [00:03<01:09,  6.45it/s, v_num=9, loss/train=0.171, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▍         | 23/469 [00:03<01:09,  6.45it/s, v_num=9, loss/train=0.169, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.169, alignment/train=0.0789, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▌         | 24/469 [00:03<01:07,  6.59it/s, v_num=9, loss/train=0.149, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▌         | 25/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.149, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   5%|▌         | 25/469 [00:03<01:06,  6.65it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 26/469 [00:03<01:06,  6.69it/s, v_num=9, loss/train=0.161, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 26/469 [00:03<01:06,  6.69it/s, v_num=9, loss/train=0.160, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 27/469 [00:03<01:04,  6.85it/s, v_num=9, loss/train=0.160, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 27/469 [00:03<01:04,  6.85it/s, v_num=9, loss/train=0.150, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 28/469 [00:04<01:03,  7.00it/s, v_num=9, loss/train=0.150, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 28/469 [00:04<01:03,  7.00it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 29/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.199, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▌         | 29/469 [00:04<01:02,  7.05it/s, v_num=9, loss/train=0.136, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▋         | 30/469 [00:04<01:02,  7.07it/s, v_num=9, loss/train=0.136, alignment/train=0.0681, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   6%|▋         | 30/469 [00:04<01:02,  7.07it/s, v_num=9, loss/train=0.164, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 31/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.164, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 31/469 [00:04<01:00,  7.19it/s, v_num=9, loss/train=0.171, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 32/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.171, alignment/train=0.0827, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 32/469 [00:04<00:59,  7.33it/s, v_num=9, loss/train=0.153, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 33/469 [00:04<00:59,  7.38it/s, v_num=9, loss/train=0.153, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 33/469 [00:04<00:59,  7.37it/s, v_num=9, loss/train=0.180, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 34/469 [00:04<00:58,  7.39it/s, v_num=9, loss/train=0.180, alignment/train=0.0829, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 34/469 [00:04<00:58,  7.39it/s, v_num=9, loss/train=0.137, alignment/train=0.0644, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 35/469 [00:04<00:57,  7.49it/s, v_num=9, loss/train=0.137, alignment/train=0.0644, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   7%|▋         | 35/469 [00:04<00:57,  7.49it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 36/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.184, alignment/train=0.0844, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 36/469 [00:04<00:56,  7.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.178, alignment/train=0.0697, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 37/469 [00:04<00:56,  7.60it/s, v_num=9, loss/train=0.151, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 38/469 [00:04<00:55,  7.70it/s, v_num=9, loss/train=0.151, alignment/train=0.076, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 38/469 [00:04<00:55,  7.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 39/469 [00:05<00:55,  7.79it/s, v_num=9, loss/train=0.154, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   8%|▊         | 39/469 [00:05<00:55,  7.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▊         | 40/469 [00:05<00:55,  7.72it/s, v_num=9, loss/train=0.153, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▊         | 40/469 [00:05<00:55,  7.72it/s, v_num=9, loss/train=0.145, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▊         | 41/469 [00:05<00:54,  7.83it/s, v_num=9, loss/train=0.145, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▊         | 41/469 [00:05<00:54,  7.82it/s, v_num=9, loss/train=0.157, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.157, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▉         | 42/469 [00:05<00:53,  7.93it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▉         | 43/469 [00:05<00:53,  7.89it/s, v_num=9, loss/train=0.168, alignment/train=0.0819, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▉         | 43/469 [00:05<00:53,  7.89it/s, v_num=9, loss/train=0.147, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▉         | 44/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.147, alignment/train=0.0831, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:   9%|▉         | 44/469 [00:05<00:53,  7.99it/s, v_num=9, loss/train=0.144, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|▉         | 45/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.144, alignment/train=0.0719, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|▉         | 45/469 [00:05<00:52,  8.08it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|▉         | 46/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.150, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|▉         | 46/469 [00:05<00:52,  8.13it/s, v_num=9, loss/train=0.195, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|█         | 47/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.195, alignment/train=0.0836, uniformity/train=-3.54, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|█         | 47/469 [00:05<00:51,  8.17it/s, v_num=9, loss/train=0.150, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|█         | 48/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.150, alignment/train=0.0744, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|█         | 48/469 [00:05<00:51,  8.20it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|█         | 49/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.146, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  10%|█         | 49/469 [00:05<00:50,  8.26it/s, v_num=9, loss/train=0.207, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█         | 50/469 [00:06<00:50,  8.27it/s, v_num=9, loss/train=0.207, alignment/train=0.0899, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█         | 50/469 [00:06<00:50,  8.27it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█         | 51/469 [00:06<00:50,  8.35it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█         | 51/469 [00:06<00:50,  8.35it/s, v_num=9, loss/train=0.172, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.172, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█         | 52/469 [00:06<00:49,  8.40it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█▏        | 53/469 [00:06<00:49,  8.48it/s, v_num=9, loss/train=0.193, alignment/train=0.0886, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  11%|█▏        | 53/469 [00:06<00:49,  8.48it/s, v_num=9, loss/train=0.182, alignment/train=0.0921, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 54/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.182, alignment/train=0.0921, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 54/469 [00:06<00:48,  8.51it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 55/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.151, alignment/train=0.0721, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 55/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 56/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 56/469 [00:06<00:48,  8.50it/s, v_num=9, loss/train=0.168, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 57/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.168, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 57/469 [00:06<00:48,  8.58it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 58/469 [00:06<00:47,  8.62it/s, v_num=9, loss/train=0.166, alignment/train=0.0786, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  12%|█▏        | 58/469 [00:06<00:47,  8.61it/s, v_num=9, loss/train=0.142, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 59/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.142, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 59/469 [00:06<00:47,  8.63it/s, v_num=9, loss/train=0.156, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 60/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.156, alignment/train=0.0771, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 60/469 [00:06<00:47,  8.70it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 61/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.154, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 61/469 [00:07<00:46,  8.71it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 62/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.151, alignment/train=0.080, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 62/469 [00:07<00:46,  8.68it/s, v_num=9, loss/train=0.146, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 63/469 [00:07<00:46,  8.75it/s, v_num=9, loss/train=0.146, alignment/train=0.0908, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  13%|█▎        | 63/469 [00:07<00:46,  8.75it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▎        | 64/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.173, alignment/train=0.0831, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▎        | 64/469 [00:07<00:45,  8.81it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 65/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.157, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 65/469 [00:07<00:45,  8.87it/s, v_num=9, loss/train=0.184, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 66/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.184, alignment/train=0.0751, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 66/469 [00:07<00:45,  8.89it/s, v_num=9, loss/train=0.199, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 67/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.199, alignment/train=0.0868, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 67/469 [00:07<00:45,  8.90it/s, v_num=9, loss/train=0.204, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 68/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.204, alignment/train=0.0861, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  14%|█▍        | 68/469 [00:07<00:44,  8.95it/s, v_num=9, loss/train=0.183, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▍        | 69/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.183, alignment/train=0.0826, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▍        | 69/469 [00:07<00:44,  9.01it/s, v_num=9, loss/train=0.155, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▍        | 70/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.155, alignment/train=0.0788, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▍        | 70/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▌        | 71/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.173, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▌        | 71/469 [00:07<00:43,  9.11it/s, v_num=9, loss/train=0.134, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▌        | 72/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.134, alignment/train=0.0714, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  15%|█▌        | 72/469 [00:07<00:43,  9.08it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 73/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.167, alignment/train=0.0754, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 73/469 [00:08<00:43,  9.08it/s, v_num=9, loss/train=0.177, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 74/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.177, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 74/469 [00:08<00:43,  9.04it/s, v_num=9, loss/train=0.160, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 75/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.160, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 75/469 [00:08<00:43,  9.07it/s, v_num=9, loss/train=0.163, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 76/469 [00:08<00:43,  9.13it/s, v_num=9, loss/train=0.163, alignment/train=0.0743, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▌        | 76/469 [00:08<00:43,  9.13it/s, v_num=9, loss/train=0.167, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▋        | 77/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.167, alignment/train=0.0846, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  16%|█▋        | 77/469 [00:08<00:43,  9.11it/s, v_num=9, loss/train=0.158, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 78/469 [00:08<00:42,  9.10it/s, v_num=9, loss/train=0.158, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 78/469 [00:08<00:42,  9.10it/s, v_num=9, loss/train=0.175, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 79/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.175, alignment/train=0.067, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 79/469 [00:08<00:42,  9.16it/s, v_num=9, loss/train=0.148, alignment/train=0.0661, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 80/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.148, alignment/train=0.0661, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 80/469 [00:08<00:42,  9.21it/s, v_num=9, loss/train=0.173, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 81/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.173, alignment/train=0.0787, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 81/469 [00:08<00:42,  9.22it/s, v_num=9, loss/train=0.143, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 82/469 [00:08<00:41,  9.23it/s, v_num=9, loss/train=0.143, alignment/train=0.0813, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  17%|█▋        | 82/469 [00:08<00:41,  9.23it/s, v_num=9, loss/train=0.128, alignment/train=0.0664, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 83/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.128, alignment/train=0.0664, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 83/469 [00:08<00:41,  9.28it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 84/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.148, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 84/469 [00:09<00:41,  9.28it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 85/469 [00:09<00:41,  9.30it/s, v_num=9, loss/train=0.182, alignment/train=0.0788, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 85/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 86/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.187, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  18%|█▊        | 86/469 [00:09<00:41,  9.29it/s, v_num=9, loss/train=0.197, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▊        | 87/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.197, alignment/train=0.0866, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▊        | 87/469 [00:09<00:40,  9.34it/s, v_num=9, loss/train=0.192, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 88/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.192, alignment/train=0.0836, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 88/469 [00:09<00:40,  9.33it/s, v_num=9, loss/train=0.223, alignment/train=0.0967, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 89/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.223, alignment/train=0.0967, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 89/469 [00:09<00:40,  9.35it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 90/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.143, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 90/469 [00:09<00:40,  9.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 91/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.159, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  19%|█▉        | 91/469 [00:09<00:40,  9.41it/s, v_num=9, loss/train=0.130, alignment/train=0.0665, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|█▉        | 92/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.130, alignment/train=0.0665, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|█▉        | 92/469 [00:09<00:39,  9.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0613, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|█▉        | 93/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.155, alignment/train=0.0613, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|█▉        | 93/469 [00:09<00:39,  9.49it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|██        | 94/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.160, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|██        | 94/469 [00:09<00:39,  9.44it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|██        | 95/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.198, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|██        | 95/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.170, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|██        | 96/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.170, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  20%|██        | 96/469 [00:10<00:39,  9.46it/s, v_num=9, loss/train=0.189, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██        | 97/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.189, alignment/train=0.0807, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██        | 97/469 [00:10<00:39,  9.47it/s, v_num=9, loss/train=0.152, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██        | 98/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.152, alignment/train=0.0731, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██        | 98/469 [00:10<00:38,  9.51it/s, v_num=9, loss/train=0.151, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██        | 99/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.151, alignment/train=0.072, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██        | 99/469 [00:10<00:38,  9.52it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██▏       | 100/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.164, alignment/train=0.079, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  21%|██▏       | 100/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 101/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.149, alignment/train=0.0775, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 101/469 [00:10<00:38,  9.55it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 102/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 102/469 [00:10<00:38,  9.54it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 103/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.163, alignment/train=0.0806, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 103/469 [00:10<00:38,  9.56it/s, v_num=9, loss/train=0.155, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 104/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.155, alignment/train=0.080, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 104/469 [00:10<00:38,  9.60it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 105/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.157, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  22%|██▏       | 105/469 [00:10<00:37,  9.61it/s, v_num=9, loss/train=0.164, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 106/469 [00:10<00:37,  9.65it/s, v_num=9, loss/train=0.164, alignment/train=0.0832, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 106/469 [00:10<00:37,  9.65it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 107/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.178, alignment/train=0.0756, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 107/469 [00:11<00:37,  9.61it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 108/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.194, alignment/train=0.0887, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 108/469 [00:11<00:37,  9.64it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 109/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.173, alignment/train=0.0756, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 109/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 110/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.158, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  23%|██▎       | 110/469 [00:11<00:37,  9.67it/s, v_num=9, loss/train=0.178, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▎       | 111/469 [00:11<00:37,  9.66it/s, v_num=9, loss/train=0.178, alignment/train=0.0853, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▎       | 111/469 [00:11<00:37,  9.66it/s, v_num=9, loss/train=0.151, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.151, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▍       | 112/469 [00:11<00:36,  9.69it/s, v_num=9, loss/train=0.138, alignment/train=0.0646, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▍       | 113/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.138, alignment/train=0.0646, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▍       | 113/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▍       | 114/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0809, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  24%|██▍       | 114/469 [00:11<00:36,  9.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▍       | 115/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.162, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▍       | 115/469 [00:11<00:36,  9.74it/s, v_num=9, loss/train=0.216, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▍       | 116/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.216, alignment/train=0.0799, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▍       | 116/469 [00:11<00:36,  9.78it/s, v_num=9, loss/train=0.153, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▍       | 117/469 [00:11<00:35,  9.79it/s, v_num=9, loss/train=0.153, alignment/train=0.0791, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▍       | 117/469 [00:11<00:35,  9.79it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▌       | 118/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.186, alignment/train=0.0905, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▌       | 118/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.177, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.177, alignment/train=0.0714, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  25%|██▌       | 119/469 [00:12<00:35,  9.83it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 120/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.152, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 120/469 [00:12<00:35,  9.81it/s, v_num=9, loss/train=0.148, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.148, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 121/469 [00:12<00:35,  9.80it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 122/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 122/469 [00:12<00:35,  9.78it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 123/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.138, alignment/train=0.0732, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▌       | 123/469 [00:12<00:35,  9.82it/s, v_num=9, loss/train=0.139, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▋       | 124/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.139, alignment/train=0.0682, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  26%|██▋       | 124/469 [00:12<00:35,  9.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 125/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0782, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 125/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 126/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.145, alignment/train=0.0612, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 126/469 [00:12<00:34,  9.85it/s, v_num=9, loss/train=0.143, alignment/train=0.0641, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 127/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.143, alignment/train=0.0641, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 127/469 [00:12<00:34,  9.87it/s, v_num=9, loss/train=0.148, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 128/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.148, alignment/train=0.0783, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  27%|██▋       | 128/469 [00:12<00:34,  9.88it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 129/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.154, alignment/train=0.078, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 129/469 [00:13<00:34,  9.89it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 130/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.146, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 130/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 131/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0727, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 131/469 [00:13<00:34,  9.90it/s, v_num=9, loss/train=0.154, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 132/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.154, alignment/train=0.0814, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 132/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 133/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.148, alignment/train=0.0704, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  28%|██▊       | 133/469 [00:13<00:33,  9.93it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▊       | 134/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.164, alignment/train=0.075, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▊       | 134/469 [00:13<00:33,  9.89it/s, v_num=9, loss/train=0.186, alignment/train=0.0628, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 135/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.186, alignment/train=0.0628, uniformity/train=-3.52, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 135/469 [00:13<00:33,  9.92it/s, v_num=9, loss/train=0.167, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 136/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.167, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 136/469 [00:13<00:33,  9.95it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 137/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.141, alignment/train=0.0776, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 137/469 [00:13<00:33,  9.98it/s, v_num=9, loss/train=0.163, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 138/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.163, alignment/train=0.0708, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  29%|██▉       | 138/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.151, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|██▉       | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.151, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|██▉       | 139/469 [00:13<00:33, 10.00it/s, v_num=9, loss/train=0.136, alignment/train=0.0722, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|██▉       | 140/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.136, alignment/train=0.0722, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|██▉       | 140/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|███       | 141/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.176, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|███       | 141/469 [00:14<00:32,  9.99it/s, v_num=9, loss/train=0.147, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|███       | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.147, alignment/train=0.0816, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|███       | 142/469 [00:14<00:32, 10.01it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|███       | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.165, alignment/train=0.0853, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  30%|███       | 143/469 [00:14<00:32, 10.04it/s, v_num=9, loss/train=0.212, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.212, alignment/train=0.0954, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███       | 144/469 [00:14<00:32, 10.03it/s, v_num=9, loss/train=0.146, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███       | 145/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.146, alignment/train=0.0711, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███       | 145/469 [00:14<00:32, 10.06it/s, v_num=9, loss/train=0.211, alignment/train=0.0951, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███       | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.211, alignment/train=0.0951, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███       | 146/469 [00:14<00:32, 10.07it/s, v_num=9, loss/train=0.156, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███▏      | 147/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.156, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  31%|███▏      | 147/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 148/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.174, alignment/train=0.0743, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 148/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.170, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 149/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.170, alignment/train=0.0755, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 149/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 150/469 [00:14<00:31, 10.07it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 150/469 [00:14<00:31, 10.06it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.162, alignment/train=0.0896, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 151/469 [00:14<00:31, 10.08it/s, v_num=9, loss/train=0.171, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.171, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  32%|███▏      | 152/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.194, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.194, alignment/train=0.0822, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 153/469 [00:15<00:31, 10.09it/s, v_num=9, loss/train=0.156, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 154/469 [00:15<00:31, 10.12it/s, v_num=9, loss/train=0.156, alignment/train=0.0861, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 154/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 155/469 [00:15<00:31, 10.11it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 155/469 [00:15<00:31, 10.10it/s, v_num=9, loss/train=0.185, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.185, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 156/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.155, alignment/train=0.0735, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  33%|███▎      | 157/469 [00:15<00:30, 10.13it/s, v_num=9, loss/train=0.146, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▎      | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.146, alignment/train=0.0683, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▎      | 158/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▍      | 159/469 [00:15<00:30, 10.18it/s, v_num=9, loss/train=0.172, alignment/train=0.0875, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▍      | 159/469 [00:15<00:30, 10.17it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▍      | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.183, alignment/train=0.0773, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▍      | 160/469 [00:15<00:30, 10.12it/s, v_num=9, loss/train=0.144, alignment/train=0.0625, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▍      | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.144, alignment/train=0.0625, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  34%|███▍      | 161/469 [00:15<00:30, 10.14it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▍      | 162/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.166, alignment/train=0.0746, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▍      | 162/469 [00:15<00:30, 10.16it/s, v_num=9, loss/train=0.135, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▍      | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.135, alignment/train=0.068, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▍      | 163/469 [00:16<00:30, 10.18it/s, v_num=9, loss/train=0.176, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▍      | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.176, alignment/train=0.0729, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▍      | 164/469 [00:16<00:30, 10.15it/s, v_num=9, loss/train=0.215, alignment/train=0.0972, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.215, alignment/train=0.0972, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▌      | 165/469 [00:16<00:29, 10.15it/s, v_num=9, loss/train=0.155, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▌      | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.155, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  35%|███▌      | 166/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.189, alignment/train=0.0741, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 167/469 [00:16<00:29, 10.20it/s, v_num=9, loss/train=0.161, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.161, alignment/train=0.0706, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 168/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.171, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 169/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 170/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▌      | 170/469 [00:16<00:29, 10.17it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.158, alignment/train=0.0742, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  36%|███▋      | 171/469 [00:16<00:29, 10.18it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 172/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.185, alignment/train=0.0834, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 172/469 [00:16<00:29, 10.21it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 173/469 [00:16<00:28, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.0759, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 173/469 [00:16<00:28, 10.23it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 174/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.160, alignment/train=0.0758, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 174/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 175/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.147, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  37%|███▋      | 175/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.191, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.191, alignment/train=0.090, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 176/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.213, alignment/train=0.0814, uniformity/train=-3.54, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 177/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.161, alignment/train=0.0773, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 178/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.164, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.164, alignment/train=0.0744, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 179/469 [00:17<00:28, 10.20it/s, v_num=9, loss/train=0.174, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 180/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.174, alignment/train=0.0722, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  38%|███▊      | 180/469 [00:17<00:28, 10.21it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▊      | 181/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.159, alignment/train=0.0704, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▊      | 181/469 [00:17<00:28, 10.22it/s, v_num=9, loss/train=0.167, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.167, alignment/train=0.0725, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 182/469 [00:17<00:28, 10.23it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 183/469 [00:17<00:27, 10.23it/s, v_num=9, loss/train=0.145, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.145, alignment/train=0.0726, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 184/469 [00:18<00:27, 10.21it/s, v_num=9, loss/train=0.151, alignment/train=0.0844, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.151, alignment/train=0.0844, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  39%|███▉      | 185/469 [00:18<00:27, 10.24it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|███▉      | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.174, alignment/train=0.0758, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|███▉      | 186/469 [00:18<00:27, 10.26it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|███▉      | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.200, alignment/train=0.0831, uniformity/train=-3.55, contrastive_acc/train=0.984, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|███▉      | 187/469 [00:18<00:27, 10.27it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|████      | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.166, alignment/train=0.0829, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|████      | 188/469 [00:18<00:27, 10.29it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|████      | 189/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.180, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  40%|████      | 189/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.170, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.170, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 190/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 191/469 [00:18<00:27, 10.28it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.166, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 192/469 [00:18<00:26, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.168, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████      | 193/469 [00:18<00:26, 10.33it/s, v_num=9, loss/train=0.212, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████▏     | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.212, alignment/train=0.0841, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  41%|████▏     | 194/469 [00:18<00:26, 10.32it/s, v_num=9, loss/train=0.184, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.184, alignment/train=0.0871, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 195/469 [00:18<00:26, 10.28it/s, v_num=9, loss/train=0.168, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.168, alignment/train=0.0795, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 196/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.147, alignment/train=0.0795, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 197/469 [00:19<00:26, 10.31it/s, v_num=9, loss/train=0.176, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 198/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.176, alignment/train=0.082, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 198/469 [00:19<00:26, 10.33it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.148, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  42%|████▏     | 199/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.188, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 200/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.188, alignment/train=0.0725, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 200/469 [00:19<00:26, 10.32it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.204, alignment/train=0.0875, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 201/469 [00:19<00:26, 10.30it/s, v_num=9, loss/train=0.153, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.153, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 202/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.160, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 203/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 204/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.176, alignment/train=0.0739, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  43%|████▎     | 204/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▎     | 205/469 [00:19<00:25, 10.33it/s, v_num=9, loss/train=0.160, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▎     | 205/469 [00:19<00:25, 10.32it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▍     | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.165, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▍     | 206/469 [00:19<00:25, 10.34it/s, v_num=9, loss/train=0.151, alignment/train=0.0635, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▍     | 207/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.151, alignment/train=0.0635, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▍     | 207/469 [00:19<00:25, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▍     | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0762, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  44%|████▍     | 208/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.144, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▍     | 209/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.144, alignment/train=0.0856, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▍     | 209/469 [00:20<00:25, 10.35it/s, v_num=9, loss/train=0.167, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▍     | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.167, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▍     | 210/469 [00:20<00:25, 10.36it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▍     | 211/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.167, alignment/train=0.0781, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▍     | 211/469 [00:20<00:24, 10.35it/s, v_num=9, loss/train=0.159, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▌     | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0721, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▌     | 212/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▌     | 213/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.149, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  45%|████▌     | 213/469 [00:20<00:24, 10.38it/s, v_num=9, loss/train=0.173, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▌     | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.173, alignment/train=0.0773, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▌     | 214/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▌     | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.175, alignment/train=0.0745, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▌     | 215/469 [00:20<00:24, 10.36it/s, v_num=9, loss/train=0.159, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▌     | 216/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.159, alignment/train=0.0798, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▌     | 216/469 [00:20<00:24, 10.37it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▋     | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.158, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▋     | 217/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▋     | 218/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.186, alignment/train=0.0888, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  46%|████▋     | 218/469 [00:20<00:24, 10.39it/s, v_num=9, loss/train=0.169, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.169, alignment/train=0.074, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 219/469 [00:21<00:24, 10.41it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.149, alignment/train=0.0755, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 220/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.139, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.139, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 221/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.154, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.154, alignment/train=0.0833, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  47%|████▋     | 222/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.173, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.173, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 223/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.170, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 224/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.153, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.153, alignment/train=0.0693, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 225/469 [00:21<00:23, 10.39it/s, v_num=9, loss/train=0.142, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 226/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.142, alignment/train=0.0685, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 226/469 [00:21<00:23, 10.40it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 227/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.165, alignment/train=0.0824, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  48%|████▊     | 227/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▊     | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.157, alignment/train=0.0746, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▊     | 228/469 [00:21<00:23, 10.41it/s, v_num=9, loss/train=0.175, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 229/469 [00:21<00:23, 10.43it/s, v_num=9, loss/train=0.175, alignment/train=0.0853, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 229/469 [00:21<00:23, 10.42it/s, v_num=9, loss/train=0.179, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.179, alignment/train=0.0885, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 230/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.172, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 231/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.172, alignment/train=0.0841, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 231/469 [00:22<00:22, 10.40it/s, v_num=9, loss/train=0.224, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 232/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.224, alignment/train=0.0915, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  49%|████▉     | 232/469 [00:22<00:22, 10.41it/s, v_num=9, loss/train=0.146, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|████▉     | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.146, alignment/train=0.0745, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|████▉     | 233/469 [00:22<00:22, 10.42it/s, v_num=9, loss/train=0.174, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|████▉     | 234/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.174, alignment/train=0.0775, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|████▉     | 234/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|█████     | 235/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.179, alignment/train=0.0813, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|█████     | 235/469 [00:22<00:22, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|█████     | 236/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0763, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  50%|█████     | 236/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.149, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.149, alignment/train=0.0753, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 237/469 [00:22<00:22, 10.43it/s, v_num=9, loss/train=0.190, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.190, alignment/train=0.0919, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 238/469 [00:22<00:22, 10.44it/s, v_num=9, loss/train=0.158, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 239/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.158, alignment/train=0.0814, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 239/469 [00:22<00:21, 10.46it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 240/469 [00:22<00:21, 10.48it/s, v_num=9, loss/train=0.155, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████     | 240/469 [00:22<00:21, 10.47it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████▏    | 241/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.188, alignment/train=0.0903, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  51%|█████▏    | 241/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.140, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.140, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 242/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.147, alignment/train=0.0687, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 243/469 [00:23<00:21, 10.49it/s, v_num=9, loss/train=0.153, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.153, alignment/train=0.0709, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 244/469 [00:23<00:21, 10.43it/s, v_num=9, loss/train=0.158, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 245/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.158, alignment/train=0.0756, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 245/469 [00:23<00:21, 10.45it/s, v_num=9, loss/train=0.166, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.166, alignment/train=0.0805, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  52%|█████▏    | 246/469 [00:23<00:21, 10.46it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.183, alignment/train=0.0779, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 247/469 [00:23<00:21, 10.48it/s, v_num=9, loss/train=0.147, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.147, alignment/train=0.0671, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 248/469 [00:23<00:21, 10.50it/s, v_num=9, loss/train=0.154, alignment/train=0.0669, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.154, alignment/train=0.0669, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 249/469 [00:23<00:20, 10.49it/s, v_num=9, loss/train=0.176, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 250/469 [00:23<00:20, 10.45it/s, v_num=9, loss/train=0.176, alignment/train=0.070, uniformity/train=-3.53, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  53%|█████▎    | 250/469 [00:23<00:20, 10.45it/s, v_num=9, loss/train=0.162, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▎    | 251/469 [00:23<00:20, 10.47it/s, v_num=9, loss/train=0.162, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▎    | 251/469 [00:23<00:20, 10.47it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▎    | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.151, alignment/train=0.0717, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▎    | 252/469 [00:24<00:20, 10.48it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▍    | 253/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.200, alignment/train=0.0844, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▍    | 253/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.167, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▍    | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.167, alignment/train=0.0749, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▍    | 254/469 [00:24<00:20, 10.51it/s, v_num=9, loss/train=0.151, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▍    | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.151, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  54%|█████▍    | 255/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▍    | 256/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.207, alignment/train=0.0857, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▍    | 256/469 [00:24<00:20, 10.49it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▍    | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.141, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▍    | 257/469 [00:24<00:20, 10.50it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▌    | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.165, alignment/train=0.0804, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▌    | 258/469 [00:24<00:20, 10.52it/s, v_num=9, loss/train=0.177, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▌    | 259/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.177, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▌    | 259/469 [00:24<00:19, 10.51it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▌    | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.167, alignment/train=0.083, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  55%|█████▌    | 260/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▌    | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.163, alignment/train=0.0811, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▌    | 261/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▌    | 262/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.166, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▌    | 262/469 [00:24<00:19, 10.53it/s, v_num=9, loss/train=0.172, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▌    | 263/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.172, alignment/train=0.073, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▌    | 263/469 [00:24<00:19, 10.52it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.202, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  56%|█████▋    | 264/469 [00:25<00:19, 10.54it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 265/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.170, alignment/train=0.0892, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 265/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 266/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.147, alignment/train=0.0694, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 266/469 [00:25<00:19, 10.51it/s, v_num=9, loss/train=0.150, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 267/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.150, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 267/469 [00:25<00:19, 10.53it/s, v_num=9, loss/train=0.178, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.178, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 268/469 [00:25<00:19, 10.52it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 269/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.175, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  57%|█████▋    | 269/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.152, alignment/train=0.0804, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 270/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.169, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.169, alignment/train=0.0828, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 271/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.191, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 272/469 [00:25<00:18, 10.55it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.186, alignment/train=0.0778, uniformity/train=-3.54, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 273/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 274/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.173, alignment/train=0.0855, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  58%|█████▊    | 274/469 [00:25<00:18, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▊    | 275/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.162, alignment/train=0.0718, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▊    | 275/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.163, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.163, alignment/train=0.0776, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 276/469 [00:26<00:18, 10.54it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 277/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.189, alignment/train=0.0841, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 277/469 [00:26<00:18, 10.55it/s, v_num=9, loss/train=0.187, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 278/469 [00:26<00:18, 10.56it/s, v_num=9, loss/train=0.187, alignment/train=0.0944, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 278/469 [00:26<00:18, 10.56it/s, v_num=9, loss/train=0.186, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.186, alignment/train=0.0882, uniformity/train=-3.55, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  59%|█████▉    | 279/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|█████▉    | 280/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.087, uniformity/train=-3.57, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|█████▉    | 280/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.146, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|█████▉    | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.146, alignment/train=0.0852, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|█████▉    | 281/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|██████    | 282/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.162, alignment/train=0.0759, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|██████    | 282/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|██████    | 283/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0769, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  60%|██████    | 283/469 [00:26<00:17, 10.55it/s, v_num=9, loss/train=0.157, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 284/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.157, alignment/train=0.0709, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 284/469 [00:26<00:17, 10.56it/s, v_num=9, loss/train=0.175, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.175, alignment/train=0.0892, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 285/469 [00:26<00:17, 10.58it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 286/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.144, alignment/train=0.066, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 286/469 [00:27<00:17, 10.57it/s, v_num=9, loss/train=0.141, alignment/train=0.0728, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 287/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.141, alignment/train=0.0728, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████    | 287/469 [00:27<00:17, 10.55it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████▏   | 288/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.159, alignment/train=0.0823, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  61%|██████▏   | 288/469 [00:27<00:17, 10.56it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 289/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 289/469 [00:27<00:17, 10.58it/s, v_num=9, loss/train=0.149, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 290/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.149, alignment/train=0.0772, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 290/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.145, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 291/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.145, alignment/train=0.0794, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 291/469 [00:27<00:16, 10.56it/s, v_num=9, loss/train=0.194, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.194, alignment/train=0.0863, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 292/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.190, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.190, alignment/train=0.0872, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  62%|██████▏   | 293/469 [00:27<00:16, 10.57it/s, v_num=9, loss/train=0.128, alignment/train=0.0705, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.128, alignment/train=0.0705, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 294/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 295/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.172, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 295/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.178, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 296/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.178, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 296/469 [00:27<00:16, 10.58it/s, v_num=9, loss/train=0.141, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 297/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.141, alignment/train=0.0696, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  63%|██████▎   | 297/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.144, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▎   | 298/469 [00:28<00:16, 10.58it/s, v_num=9, loss/train=0.144, alignment/train=0.0802, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▎   | 298/469 [00:28<00:16, 10.58it/s, v_num=9, loss/train=0.148, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 299/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.148, alignment/train=0.0693, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 299/469 [00:28<00:16, 10.59it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.171, alignment/train=0.0844, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 300/469 [00:28<00:15, 10.58it/s, v_num=9, loss/train=0.164, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.164, alignment/train=0.0809, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 301/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 302/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.158, alignment/train=0.0687, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  64%|██████▍   | 302/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.137, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▍   | 303/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.137, alignment/train=0.0704, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▍   | 303/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▍   | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.170, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▍   | 304/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▌   | 305/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0835, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▌   | 305/469 [00:28<00:15, 10.61it/s, v_num=9, loss/train=0.155, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▌   | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.155, alignment/train=0.0715, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▌   | 306/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▌   | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.176, alignment/train=0.074, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  65%|██████▌   | 307/469 [00:28<00:15, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▌   | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.162, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▌   | 308/469 [00:29<00:15, 10.60it/s, v_num=9, loss/train=0.165, alignment/train=0.0664, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▌   | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.0664, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▌   | 309/469 [00:29<00:15, 10.61it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▌   | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.182, alignment/train=0.0782, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▌   | 310/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▋   | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.155, alignment/train=0.0745, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  66%|██████▋   | 311/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.165, alignment/train=0.071, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 312/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.157, alignment/train=0.0737, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 313/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 314/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.165, alignment/train=0.0755, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 314/469 [00:29<00:14, 10.62it/s, v_num=9, loss/train=0.143, alignment/train=0.0617, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 315/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.143, alignment/train=0.0617, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 315/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.149, alignment/train=0.0754, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  67%|██████▋   | 316/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.135, alignment/train=0.0726, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.135, alignment/train=0.0726, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 317/469 [00:29<00:14, 10.61it/s, v_num=9, loss/train=0.160, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.160, alignment/train=0.0869, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 318/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.163, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 319/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.163, alignment/train=0.0815, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 319/469 [00:29<00:14, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 320/469 [00:30<00:14, 10.63it/s, v_num=9, loss/train=0.169, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 320/469 [00:30<00:14, 10.63it/s, v_num=9, loss/train=0.162, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 321/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.162, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  68%|██████▊   | 321/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▊   | 322/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.175, alignment/train=0.0692, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▊   | 322/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▉   | 323/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▉   | 323/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▉   | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.170, alignment/train=0.0783, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▉   | 324/469 [00:30<00:13, 10.61it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▉   | 325/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.164, alignment/train=0.0712, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  69%|██████▉   | 325/469 [00:30<00:13, 10.62it/s, v_num=9, loss/train=0.171, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|██████▉   | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0736, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|██████▉   | 326/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.178, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|██████▉   | 327/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.178, alignment/train=0.0847, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|██████▉   | 327/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.157, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|██████▉   | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.157, alignment/train=0.0859, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|██████▉   | 328/469 [00:30<00:13, 10.64it/s, v_num=9, loss/train=0.155, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.155, alignment/train=0.0815, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|███████   | 329/469 [00:30<00:13, 10.63it/s, v_num=9, loss/train=0.145, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|███████   | 330/469 [00:31<00:13, 10.64it/s, v_num=9, loss/train=0.145, alignment/train=0.0771, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  70%|███████   | 330/469 [00:31<00:13, 10.64it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 331/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.176, alignment/train=0.0781, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 331/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.144, alignment/train=0.0718, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 332/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.187, alignment/train=0.0838, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 333/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 334/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.171, alignment/train=0.0764, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████   | 334/469 [00:31<00:12, 10.64it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████▏  | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.164, alignment/train=0.0767, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  71%|███████▏  | 335/469 [00:31<00:12, 10.63it/s, v_num=9, loss/train=0.179, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 336/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.179, alignment/train=0.0741, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 336/469 [00:31<00:12, 10.65it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 337/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.183, alignment/train=0.0877, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 337/469 [00:31<00:12, 10.66it/s, v_num=9, loss/train=0.179, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 338/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.179, alignment/train=0.0843, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 338/469 [00:31<00:12, 10.67it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.167, alignment/train=0.0825, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 339/469 [00:31<00:12, 10.68it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.184, alignment/train=0.0842, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  72%|███████▏  | 340/469 [00:31<00:12, 10.69it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.181, alignment/train=0.0839, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 341/469 [00:32<00:12, 10.63it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0743, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 342/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.147, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.147, alignment/train=0.069, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 343/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.161, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 344/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.161, alignment/train=0.0733, uniformity/train=-3.56, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  73%|███████▎  | 344/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.146, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▎  | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.146, alignment/train=0.0724, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▎  | 345/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 346/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.170, alignment/train=0.0753, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 346/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.151, alignment/train=0.0776, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.151, alignment/train=0.0776, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 347/469 [00:32<00:11, 10.66it/s, v_num=9, loss/train=0.180, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 348/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.180, alignment/train=0.0845, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 348/469 [00:32<00:11, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.0769, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  74%|███████▍  | 349/469 [00:32<00:11, 10.68it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▍  | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.178, alignment/train=0.075, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▍  | 350/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▍  | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.155, alignment/train=0.0822, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▍  | 351/469 [00:32<00:11, 10.65it/s, v_num=9, loss/train=0.162, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▌  | 352/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.162, alignment/train=0.0798, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▌  | 352/469 [00:33<00:10, 10.66it/s, v_num=9, loss/train=0.169, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▌  | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▌  | 353/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▌  | 354/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.164, alignment/train=0.0702, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  75%|███████▌  | 354/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▌  | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.161, alignment/train=0.0777, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▌  | 355/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▌  | 356/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.152, alignment/train=0.0676, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▌  | 356/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.143, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▌  | 357/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.143, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▌  | 357/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▋  | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.174, alignment/train=0.0821, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  76%|███████▋  | 358/469 [00:33<00:10, 10.67it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 359/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.165, alignment/train=0.0748, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 359/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.219, alignment/train=0.0875, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 360/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.142, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.142, alignment/train=0.079, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 361/469 [00:33<00:10, 10.69it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.169, alignment/train=0.0784, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 362/469 [00:33<00:10, 10.68it/s, v_num=9, loss/train=0.141, alignment/train=0.0675, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.141, alignment/train=0.0675, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  77%|███████▋  | 363/469 [00:33<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 364/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0825, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 364/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.146, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 365/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0713, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 365/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.209, alignment/train=0.0943, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.209, alignment/train=0.0943, uniformity/train=-3.55, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 366/469 [00:34<00:09, 10.68it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.172, alignment/train=0.0761, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 367/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.146, alignment/train=0.0722, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  78%|███████▊  | 368/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▊  | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0704, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▊  | 369/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.176, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▉  | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.176, alignment/train=0.0771, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▉  | 370/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▉  | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.147, alignment/train=0.075, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▉  | 371/469 [00:34<00:09, 10.70it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▉  | 372/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.153, alignment/train=0.0731, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  79%|███████▉  | 372/469 [00:34<00:09, 10.69it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.141, alignment/train=0.0746, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|███████▉  | 373/469 [00:34<00:08, 10.70it/s, v_num=9, loss/train=0.159, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|███████▉  | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.159, alignment/train=0.0782, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|███████▉  | 374/469 [00:34<00:08, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|███████▉  | 375/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0721, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|███████▉  | 375/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.157, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|████████  | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.157, alignment/train=0.0803, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|████████  | 376/469 [00:35<00:08, 10.69it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|████████  | 377/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0745, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  80%|████████  | 377/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.186, alignment/train=0.0808, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 378/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0836, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 379/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.172, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.172, alignment/train=0.0707, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 380/469 [00:35<00:08, 10.72it/s, v_num=9, loss/train=0.166, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.166, alignment/train=0.0827, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████  | 381/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████▏ | 382/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.168, alignment/train=0.0747, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  81%|████████▏ | 382/469 [00:35<00:08, 10.70it/s, v_num=9, loss/train=0.170, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 383/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.170, alignment/train=0.0792, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 383/469 [00:35<00:08, 10.71it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 384/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.161, alignment/train=0.0703, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 384/469 [00:35<00:07, 10.72it/s, v_num=9, loss/train=0.140, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.140, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 385/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.148, alignment/train=0.0915, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.148, alignment/train=0.0915, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  82%|████████▏ | 386/469 [00:35<00:07, 10.73it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.171, alignment/train=0.0824, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 387/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.156, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.156, alignment/train=0.0714, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 388/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.194, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 389/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 390/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.162, alignment/train=0.0839, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 390/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.160, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.160, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  83%|████████▎ | 391/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.165, alignment/train=0.0712, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▎ | 392/469 [00:36<00:07, 10.73it/s, v_num=9, loss/train=0.143, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 393/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.143, alignment/train=0.0764, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 393/469 [00:36<00:07, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.158, alignment/train=0.0793, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 394/469 [00:36<00:06, 10.72it/s, v_num=9, loss/train=0.178, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.178, alignment/train=0.0726, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 395/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.162, alignment/train=0.0738, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  84%|████████▍ | 396/469 [00:36<00:06, 10.73it/s, v_num=9, loss/train=0.187, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.187, alignment/train=0.0859, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▍ | 397/469 [00:36<00:06, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.160, alignment/train=0.0725, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▍ | 398/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.152, alignment/train=0.072, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▌ | 399/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.164, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.164, alignment/train=0.0851, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  85%|████████▌ | 400/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 401/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.176, alignment/train=0.0882, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 401/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 402/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.155, alignment/train=0.0717, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 402/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.159, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.159, alignment/train=0.0879, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 403/469 [00:37<00:06, 10.73it/s, v_num=9, loss/train=0.166, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.166, alignment/train=0.0778, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▌ | 404/469 [00:37<00:06, 10.74it/s, v_num=9, loss/train=0.133, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.133, alignment/train=0.0716, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  86%|████████▋ | 405/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 406/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.176, alignment/train=0.0868, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 406/469 [00:37<00:05, 10.75it/s, v_num=9, loss/train=0.152, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.0768, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 407/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 408/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.228, alignment/train=0.0839, uniformity/train=-3.52, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 408/469 [00:37<00:05, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.152, alignment/train=0.082, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 409/469 [00:38<00:05, 10.74it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.188, alignment/train=0.0801, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  87%|████████▋ | 410/469 [00:38<00:05, 10.75it/s, v_num=9, loss/train=0.151, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 411/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.151, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 411/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.170, alignment/train=0.0711, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 412/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 413/469 [00:38<00:05, 10.76it/s, v_num=9, loss/train=0.166, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.166, alignment/train=0.0852, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 414/469 [00:38<00:05, 10.77it/s, v_num=9, loss/train=0.163, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.163, alignment/train=0.0787, uniformity/train=-3.55, contrastive_acc/train=0.992, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  88%|████████▊ | 415/469 [00:38<00:05, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▊ | 416/469 [00:38<00:04, 10.78it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.171, alignment/train=0.077, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▉ | 417/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▉ | 418/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.160, alignment/train=0.0731, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▉ | 418/469 [00:38<00:04, 10.75it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▉ | 419/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.184, alignment/train=0.0752, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  89%|████████▉ | 419/469 [00:38<00:04, 10.76it/s, v_num=9, loss/train=0.189, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|████████▉ | 420/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.189, alignment/train=0.0876, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|████████▉ | 420/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.160, alignment/train=0.0821, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|████████▉ | 421/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.152, alignment/train=0.0794, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|████████▉ | 422/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.158, alignment/train=0.074, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|█████████ | 423/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.168, alignment/train=0.0801, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  90%|█████████ | 424/469 [00:39<00:04, 10.78it/s, v_num=9, loss/train=0.195, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.195, alignment/train=0.0811, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████ | 425/469 [00:39<00:04, 10.77it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████ | 426/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.147, alignment/train=0.0669, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████ | 426/469 [00:39<00:03, 10.76it/s, v_num=9, loss/train=0.204, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████ | 427/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.204, alignment/train=0.0846, uniformity/train=-3.54, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████ | 427/469 [00:39<00:03, 10.77it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.172, alignment/train=0.0803, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████▏| 428/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.155, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.155, alignment/train=0.0843, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  91%|█████████▏| 429/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.169, alignment/train=0.0799, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 430/469 [00:39<00:03, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.152, alignment/train=0.0779, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 431/469 [00:39<00:03, 10.79it/s, v_num=9, loss/train=0.162, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.162, alignment/train=0.0761, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 432/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.0677, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.144, alignment/train=0.0677, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  92%|█████████▏| 433/469 [00:40<00:03, 10.76it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.168, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 434/469 [00:40<00:03, 10.77it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.187, alignment/train=0.0807, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 435/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.074, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 436/469 [00:40<00:03, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0691, uniformity/train=-3.57, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 437/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.154, alignment/train=0.0794, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  93%|█████████▎| 438/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.182, alignment/train=0.0747, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▎| 439/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.157, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 440/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.146, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.146, alignment/train=0.0747, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 441/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0769, uniformity/train=-3.51, contrastive_acc/train=0.988, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 442/469 [00:40<00:02, 10.78it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.144, alignment/train=0.080, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  94%|█████████▍| 443/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.132, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▍| 444/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.132, alignment/train=0.0718, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▍| 444/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.152, alignment/train=0.0767, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▍| 445/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.198, alignment/train=0.0799, uniformity/train=-3.54, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▌| 446/469 [00:41<00:02, 10.79it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.177, alignment/train=0.0816, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  95%|█████████▌| 447/469 [00:41<00:02, 10.78it/s, v_num=9, loss/train=0.149, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.149, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 448/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.163, alignment/train=0.085, uniformity/train=-3.58, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 449/469 [00:41<00:01, 10.79it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.158, alignment/train=0.0774, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 450/469 [00:41<00:01, 10.80it/s, v_num=9, loss/train=0.144, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.144, alignment/train=0.072, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▌| 451/469 [00:41<00:01, 10.81it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.169, alignment/train=0.0758, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  96%|█████████▋| 452/469 [00:41<00:01, 10.82it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.184, alignment/train=0.0785, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 453/469 [00:41<00:01, 10.84it/s, v_num=9, loss/train=0.168, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.168, alignment/train=0.0802, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 454/469 [00:41<00:01, 10.85it/s, v_num=9, loss/train=0.140, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.140, alignment/train=0.0747, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 455/469 [00:41<00:01, 10.86it/s, v_num=9, loss/train=0.178, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.178, alignment/train=0.0781, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 456/469 [00:41<00:01, 10.88it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.162, alignment/train=0.0832, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  97%|█████████▋| 457/469 [00:41<00:01, 10.89it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.164, alignment/train=0.081, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 458/469 [00:41<00:01, 10.91it/s, v_num=9, loss/train=0.170, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.170, alignment/train=0.0778, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 459/469 [00:42<00:00, 10.92it/s, v_num=9, loss/train=0.223, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.223, alignment/train=0.0904, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 460/469 [00:42<00:00, 10.93it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.173, alignment/train=0.0806, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  98%|█████████▊| 461/469 [00:42<00:00, 10.95it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.153, alignment/train=0.0755, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▊| 462/469 [00:42<00:00, 10.96it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.151, alignment/train=0.0754, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▊| 463/469 [00:42<00:00, 10.98it/s, v_num=9, loss/train=0.157, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.157, alignment/train=0.0695, uniformity/train=-3.56, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▉| 464/469 [00:42<00:00, 10.99it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▉| 465/469 [00:42<00:00, 11.01it/s, v_num=9, loss/train=0.157, alignment/train=0.0766, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▉| 465/469 [00:42<00:00, 11.00it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.166, alignment/train=0.0736, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29:  99%|█████████▉| 466/469 [00:42<00:00, 11.02it/s, v_num=9, loss/train=0.172, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.172, alignment/train=0.0686, uniformity/train=-3.55, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 467/469 [00:42<00:00, 11.03it/s, v_num=9, loss/train=0.165, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.165, alignment/train=0.0726, uniformity/train=-3.56, contrastive_acc/train=0.996, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|█████████▉| 468/469 [00:42<00:00, 11.05it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.153, alignment/train=0.0818, uniformity/train=-3.57, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:42<00:00, 11.06it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.363, alignment/val=0.0792, uniformity/val=-3.67, contrastive_acc/val=0.961]

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Epoch 29: 100%|██████████| 469/469 [00:49<00:00,  9.49it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:49<00:00,  9.49it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.961]
Epoch 29: 100%|██████████| 469/469 [00:49<00:00,  9.49it/s, v_num=9, loss/train=0.117, alignment/train=0.0713, uniformity/train=-3.51, contrastive_acc/train=1.000, loss/val=0.365, alignment/val=0.0781, uniformity/val=-3.67, contrastive_acc/val=0.961]

SimCLR(
  (f): LeNet(
    (conv1): Conv2d(1, 6, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))
    (pool1): AvgPool2d(kernel_size=2, stride=2, padding=0)
    (conv2): Conv2d(6, 16, kernel_size=(5, 5), stride=(1, 1))
    (pool2): AvgPool2d(kernel_size=2, stride=2, padding=0)
    (fc1): Linear(in_features=400, out_features=120, bias=True)
    (fc2): Linear(in_features=120, out_features=84, bias=True)
    (fc3): Linear(in_features=84, out_features=32, bias=True)
  )
  (g): Sequential(
    (0): Linear(in_features=32, out_features=32, bias=True)
    (1): ReLU(inplace=True)
    (2): Linear(in_features=32, out_features=32, bias=True)
  )
  (loss): InfoNCE(temperature=0.1)
)

Visualization of the self-supervised metrics during training

As before, we visualize the logged metrics using tensorboard.

def get_last_log_version(logs_dir="lightning_logs"):
    versions = []
    for d in os.listdir(logs_dir):
        match = re.match(r"version_(\d+)", d)
        if match:
            versions.append(int(match.group(1)))
    return max(versions) if versions else None


log_dir = f"lightning_logs/version_{get_last_log_version()}/"
ea = event_accumulator.EventAccumulator(log_dir)
ea.Reload()
metrics = ["alignment/val", "uniformity/val", "contrastive_acc/val"]
scalars = {m: ea.Scalars(m) for m in metrics}

Once all the metrics are loaded, we plot them as the number of training steps increases:

num_metrics = len(scalars)
fig, axes = plt.subplots(1, num_metrics, figsize=(3 * num_metrics, 3))

for ax, (metric_name, events) in zip(axes, scalars.items()):
    steps = [e.step for e in events]
    values = [e.value for e in events]

    ax.plot(steps, values, marker="o", linestyle="-")
    ax.set_title(metric_name.split("/")[0].capitalize())
    ax.set_xlabel(f"Steps (batch size={batch_size})")
    ax.set_ylabel(metric_name)
    ax.grid(True, alpha=0.3)

plt.suptitle("Self-supervised metrics during training", fontsize="x-large")
plt.tight_layout()
plt.show()

Estimated memory usage: 2400 MB